Story and writing

Story structure, screenplays, series bibles, characters, dialogue, narrative evaluation

• articleDoes a public-domain English translation of Stanislavski contain the 'super-objective' and 'units and objectives' vocabulary, and if not, what does it say about a role's inner action and will?
  Negative result with partial substitute. The lawful public-domain translation found here (J. J. Robbins, My Life in Art, 1924, read in a 1938 printing) does not contain the terms super-objective, objective, unit or through-line (0 hits in the whole OCR text after normalisation). It does record Stanislavski's earlier language: an 'inner line' of a play, 'inner action', 'real necessity for action' and an inner technique 'based on the process of will'. The 'Units and Objectives' and 'The Super-Objective' chapters belong to An Actor Prepares (Hapgood translation, 1936), which a lending-library scan shows but whose rights are not open; it was not quoted. Whether an openly licensed or public-domain translation of the later system books exists remains unresolved.
• articleWhy does hiding the threat (darkness, obscurity, withheld information) make horror scarier, and is that measured or craft lore?
  Three openly readable craft texts (Burke 1757, Radcliffe 1826, Lovecraft) argue that fear rests on the unseen or the unknown, and Radcliffe adds a useful limit: obscurity must leave the imagination something to work with, while confusion does not. The only measured support found is indirect: a non-film shock-learning experiment where stress responses peaked at maximal uncertainty. No open-access study was found that tests darkness or monster-reveal timing in a film, so those claims remain craft lore.
• articleHow does literary craft criticism distinguish a fixed token that accompanies a character from a recurring image that develops, and how does that apply to prose?
  Forster (Aspects of the Novel, 1927, ch. VIII) distinguishes the "banner" (a fixed object that reappears with a character, like Meredith's cherry tree) from "rhythm" (a recurring element that changes and binds the book from inside, like Proust's little phrase of Vinteuil). He says rhythm should wax and wane, not run constantly, and fails when it hardens into a symbol. He doubts it can be planned in advance. The music analogy overlaps the leitmotif question (C3-B007-G1), which is not repeated here.
• articleWhat are the documented ways a recurring image or symbol goes wrong (heavy-handed, decorative, unconnected, monotonous)?
  Four failure modes are documented in the sources read: (1) decorative repetition that adds no meaning (Freeburg on the Zorro sword drawing); (2) repetition with no clear link to the theme (Freeburg on the Intolerance cradle); (3) a symbol that forces decoding in a way that competes with the story (Freeburg on symbolic sub-title motions); (4) a recurring element that hardens into a symbol and obstructs the reader (Forster's Galsworthy spaniel). A fifth, monotony from repeating one set-up, comes from a cinematographer's account (two or three repeats, then boring). "Unreadable motif" is not directly documented here.
• articleWhen an image recurs in a story to carry a theme, should it return unchanged or varied?
  Two period craft sources agree that a recurring image works when it returns with variation and fails when it is only repeated: Freeburg (1923) says each repetition should vary in approach or circumstance, and Forster (1927) defines the effect as "repetition plus variation". Freeburg's documented example is the Z mark in The Mark of Zorro (scar, bulletin board, neck, brow; sword motion in later ones); a cinematographer's 2025 account describes red intensifying across a thriller. Inversion (an image returning with opposite meaning) is not named in any passage read.
• articleWhat does "visual motif" mean in film and literature, and how is a motif different from a symbol or a theme?
  The openly readable sources use "motif" in three scopes: a composition that recurs across many works (Phillips et al. 2024, Garin & Elduque 2016), a picture that recurs inside one film (Freeburg 1923: the wagon train in The Covered Wagon; Forster 1927: the recurring phrase in a novel), and a repeated shape inside one frame (Freeburg's "echoing motifs"). None of them equates a motif with a theme: Freeburg ties emphasis to what is vital in the theme, and Forster separates a fixed "banner" from developing "rhythm". A beginner agent should state which scope it means before it tracks anything.
• articleHow do I compare two characters' idiolects in a script using frequent-word rates, the way Burrows did for Jane Austen?
  Buckland (2019/2020 file) retraces Burrows's 1987 method on a screenplay: extract each main character's dialogue, count rates per 1000 words of frequent words (Burrows used the 30 most common word types), then compare characters pairwise by correlation or by individual words ('the', 'of', 'I', 'not'; 'we', 'us', 'our'). In Burrows's Austen data character pairs correlate above 0.7 on those 30 words; weaker correlations (e.g. 0.930 Darcy-Elizabeth vs a weak Collins-Lydia pair) mark more different idiolects. Buckland's screenplay run is exploratory, uses a web tool and one film, and does not report a full pairwise matrix for the brothers.
• articleWhich craft elements did professional writers say failed in Dramatron output, what did they say about authorship and ethics, and what are the paper's own limits?
  Participants reported logical gaps and weak long-range consistency, no subtext (dialogue 'telling'), characters without motivation or complete arcs, stereotyped and biased content, repetition loops, and scene-to-scene dialogue inconsistency caused by parallel generation. Over half of survey respondents felt they did not own the result; the authors frame it as inspiration/provocation, raise plagiarism, bias and labour-impact concerns, and propose (untested) future work on character arcs and hierarchical dialogue.
• articleWhich parts of the wayang kulit night structure do the sources treat as fixed and which as flexible, what is pathet as a musical-narrative device, and what are the transfer limits for contemporary large-scale pacing?
  A study of a Klaten (Jombor) Bratayuda performance finds the division into three pathet is the part of the pattern followed strictly, while the internal order of jejer, adegan and perang is flexible: a jejer may be followed by adegan but no battle, by battle only, or by scenes that continue in a different pathet; scene description may be absent; sulukan, gending and cue sounds are used as needed. A 2004-2009 Surakarta programme study found three kinds of structure: the old pattern, compact (padat) staging that ignores the pathet sequence, and structures not following the usual order. Sumarsam's paper shows pathet itself has been defined many ways (e.g. as the dalang's singing, by gendèr tuning, by melodic patterns), and that the names nem, sanga and manyura lack an agreed explanation. For a contemporary storyteller this supports adopting 'three mode-defined blocks with a repeating internal micro-structure' as a proposal only.
• articleWhat do the open sources say about the gwangdae narrator-singer's craft criteria and the tension between improvised adaptation and a fixed text, and which failure modes (relevance, freezing, over-entertaining) follow for a solo screen or audio storyteller?
  A 19th-century theorist (Sin Jaehyo, via the thesis) named four conditions for a gwangdae: appearance/presence (inmulchire), narration (saseolchire: dramatic, literary, clear to listeners), vocal quality (deoneum) and gesture with props (neoreumsae). The same thesis shows a modern competition where judges weighed original essence, creativity and entertainment, and an expert warned that a filial-sacrifice story may not move modern audiences. Yates-Lu shows the opposite pressure: preservation systems fix lineages, and scholars dispute whether a stabilised version is the 'original', with one scholar arguing differences simply reflect a narrative not yet stable. Together they frame an open tension between adapting to the audience and preserving a text; none of the sources tests either for audio or screen use.
• articleWhich published Sunjata performances are documented with named jeliw, recorders and translators, and what do two open sources say about fixity versus variation?
  Stephen Bulman's open checklist lists published Sunjata versions with performer, place, date, recorder, transcriber and translator for each, e.g. Bamba Suso and Banna Kanute (recorded 1969 by Gordon Innes with Bakari Sidibé), Fa-Digi Sisoko (1968, Kita, transcribed with Johnson and Bird), Lansiné Diabaté of Kéla (1992, Jan Jansen). A French review of the Kéla edition says the structure matches earlier Kéla versions while individual versions vary around a relatively fixed theme, and calls Niane's and Camara Laye's texts largely rewritten. Jansen's own claim that the Kéla recitation is highly standardised was not read because the Leiden repository reset the connection.
• articleDoes ending an episode on a cliffhanger make viewers watch more, according to open empirical studies?
  Two open-text studies disagree in outcome and differ in design. Wirz et al. (2022, N=133 adults, 3-4 episodes of drama) found cliffhangers raised arousal but did not raise enjoyment or intention to continue. Lu et al. (children, 12 serial vs episodic animation episodes in a game study) found serial plots sustained play and activity but not immersion or intention. Neither shows that a cliffhanger by itself binds viewers.
• articleHow could an agent test whether a line's subtext is recoverable, using the designs of the open studies, and which parts are measured vs my proposal?
  No inspected source gives a validated test for authored subtext. The open studies do offer three measurable designs an agent can adapt: forced-choice paraphrase of an ambiguous final line with a knowledge-state manipulation (Trott and Bergen), category classification plus psycholinguistic ratings of statements in context (Valles-Capetillo), and independent labelling with agreement reported (MUStARD). The protocol below is a synthesis built from those designs, not a result.
• articleWhat cues make an audience hear irony or sarcasm in a line (context mismatch, tone of voice, face), which dominates, and what does one TV-dialogue sarcasm dataset show about context?
  Two open-access experiments agree that mismatch between the utterance and its context is the main driver of irony/sarcasm recognition; prosody modulates it. In Spanish speakers (Valles-Capetillo 2022) contextual discrepancy gave the highest classification accuracy among three tested cues, though prosody and face also worked and were faster. In 22 Japanese listeners (Nakamura 2022) negative prosody raised sarcasm ratings in either context while positive prosody lowered them only in a positive context. A TV-show corpus (MUStARD, ACL 2019) shows ironic lines are hard to label reliably (kappa 0.15 initially) and that multimodal cues helped a classifier, but adding dialogue context helped little. Limits: stimuli are constructed scenarios or labelled clips, not authored scenes.
• articleHow consistent are readers when they state a story's theme, what do openly readable empirical studies actually measure, and where does the evidence stop?
  Among the openly readable full texts read here, none reports how well independent readers agree on the theme of the same text. What they report is (a) coding reliability for researchers classifying responses as literal or interpretive (84% agreement, kappa .70; kappa .82-.95 for think-aloud categories; 90% for children's lessons), (b) an instructional effect on the share of interpretive thematic statements in one small classroom study, and (c) a developmental progression in extracting a fable's lesson. Two experts' statements for the same excerpt are related but not identical, and the authors say expert readings are not definitive. The one study aimed squarely at reader variance (Kurtz & Schober 2001) was not openly readable.
• articleWhat did the openly readable Seifert/Dyer-line experiments measure about readers recognising or connecting stories that share a thematic structure (thematic abstraction units), and what does that imply for relying on readers to infer a theme?
  The open Seifert, McKoon, Abelson and Ratcliff (1986) paper reports six experiments with short stories built on Dyer's thematic abstraction units (goal-plan patterns). Speeded verification showed no priming between thematically similar stories unless subjects were instructed to rate similarity or had prestudied the stories, so the authors conclude thematic connections are not made automatically. The paper also reports earlier findings (read second-hand) that people can sort and write stories by thematic pattern. Dyer 1983 and Seifert, Dyer and Black 1986 (Text) were not openly readable, so theme-abstraction itself is known here only through this paper's description.
• articleWhat evaluations of AI directors and emergent-narrative systems do the designers and open papers actually report, and how strong is the evidence that they improve player experience?
  The designer sources report outcomes, not measurements: Valve cites sales and awards for Left 4 Dead and asserts that a crude intensity estimate yields good pacing; no pacing data appear in the slides read, and RimWorld and Dwarf Fortress sources report none. A 2024 open paper says directly that no comparative data exist for the L4D director. Its own human-subject study of three directors in a small farming game (108 started, 32 usable) found that non-random directors beat random on time played and quests presented, with enjoyment lower only for random in the second session, yet its conclusion says players failed to perceive a difference. Valve's playtesting deck lists physiological arousal measures but contains no director-specific results. The evidence base for pacing controllers is therefore thin and mixed.
• articleFor moving-image stories, how does a viewer's running understanding of the plot relate to what they look at and to where they sense a new event beginning?
  SPECT (Loschky, Larson, Smith & Magliano) is a framework with front-end processes (single-fixation attention and information extraction) and back-end processes (building a current event model, mapping coherent changes, shifting when mapping fails). Its authors' own studies, summarised in the paper, found in picture stories that a missing bridging image lengthened viewing time, and in an edited film clip (Jaws, N=98 think-aloud) that prior context changed whether viewers drew the predictive inference while gaze stayed strongly synchronised across conditions. The theory paper itself is a framework plus the authors' summary of their programme, not a single measured result.
• articleWhat do scholarly sources say about improvisation, audience interaction and the use of painted screens (pardeh) in naqqali, and what could a contemporary narrator responsibly take from it?
  Evidence is thin and indirect. Khosravi (2025, citing Aydenloo 2011) reports that storytellers in public sessions reinterpreted story aspects based on shared values with the audience or improvised new elements inspired by the context, and her Persian background (citing Mills 2001 and Page 1992) notes narrators sometimes improvised a forbidden topic into the middle of a session; training was by imitation of masters, refined by audience feedback. Galehdaran and Pourzarrin's English abstract (2019) says in pardeh-khani the narrator, 'with skill in improvisation', identifies the figures on the screen with the actual environment, masks parts of the screen and places himself as a visual element, with performance either in closed courtyards or open air where a scroll is opened slowly or a cover screen removed. Page's 1979 field-based article on transmission is paywalled; only its extract is readable. UNESCO's text was not readable.
• articleWhat body and gesture conventions are documented for the naqqal, what changed from the old manual to modern practice, and how do two named masters differ in one battle scene?
  Khosravi (2025) compares recorded performances of the Rostam-Sohrab second wrestling scene by Masters Saeedi (film c.2000) and Torabi (film 2009) using Muller's (2024) co-speech gesture toolbox. She counts 23 gestures for Torabi (5 functional, 18 depictive) and 22 for Saeedi (7 functional, 15 depictive); Torabi stresses the physical fight and fate (the 'wheel of fortune'); Saeedi uses more abstract and functional gestures, stresses Sohrab's resistance, repeats the phrase 'he only bent Sohrab's back', and presents the death as a tree felled by wind, making Rostam accountable. The article's Persian background reports that the historical manual Taraz al-Akhbar (cited via Haj Seyed Javadi) tells the storyteller not to illustrate with body gestures, with limited battle-scene exceptions, so modern gesture practice contradicts the manual's rule as quoted.
• articleWhat is naqqali (Iranian dramatic storytelling of the Shahnameh), how does it differ from Shahnameh-khani, and what do 'scroll' and 'pardeh' mean in this context?
  Open scholarly abstracts and an English-and-Persian 2025 article agree on the core: naqqali is performed narration of stories, today above all of the Shahnameh, as distinct from Shahnameh-khani, which is reciting the verses themselves. Jahandideh and Khaefi (2013) define naqqali of the Shahnameh as narrating with special tone, feelings, expression, gestures and movements, and Shahnameh-khani as singing the exact verses; they report four basic types. Khosravi (2025) says the form's peak is placed in the 10th-13th centuries (as printed, solar Hijri) and that from the late Qajar period it narrowed to prose manuscripts (tumars) built on the Shahnameh. The word 'scroll' is used for two different things: the narrator's written prose tumar (Khosravi, citing Aydenloo) and the painted pardeh used in pardeh-khani (Galehdaran and Pourzarrin 2019). UNESCO's inscription files were not readable.
• articleCan a language model's next-word prediction error stand in for where human listeners perceive event boundaries in a story?
  Kumar et al. (2023) used GPT-2 XL to compute four per-word measures (surprisal, entropy, Bayesian surprise as KL divergence between successive next-word distributions, and embedding cosine distance) on three audio stories and tested them against human button-press segmentation with leave-one-story-out cross-validation. Only transient Bayesian surprise reliably predicted boundaries; correlations were small (about 0.05 to 0.12 in Table 1) though above a circular-shift null. This is a text-only audio-story study with an older model and no film, so it does not show that a language model finds scene boundaries in screenplays or video.
• articleDo time, space, causation and character changes all cost the audience the same effort, or are some tracked more reliably than others?
  Not equally. A 192-child reading study found slowing at contradictions on emotion and causation but none on time or space; a 2025 adult eye-tracking study found longer total fixation on sentences with spatial or character shifts, with no age interaction; the 1998 review reported additive time and causal costs and no strong evidence for spontaneous spatial tracking. Methods differ (inconsistency detection vs shift cost), so the evidence is mixed rather than a ranking.
• articleWhen I write or edit a story, which story-world facts does cognitive research say a reader is tracking from beat to beat, and what happens to comprehension effort when they change?
  The event-indexing model (Zwaan, Langston & Graesser 1995, as summarised by Zwaan & Radvansky 1998 and restated by Zwaan 2016) says readers index each new event on time, space, causation, goal/intentionality and protagonist/entity, and integrate it more easily the more of these it shares with the current model. Reported support is reading-time and relatedness data from lab texts; the 1998 review itself says the model is incomplete (links unspecified) and found no strong evidence of spontaneous spatial tracking. The primary 1995 papers were not reachable, so numbers from them are not given.
• articleDo cuts make viewers perceive a new event, and which kinds of edit line up with perceived event boundaries?
  The inspected open sources agree that a cut by itself is not a boundary: in The Red Balloon the cut-boundary association disappeared once character, space, goal and other changes were controlled (Zacks et al. 2010). In a seven-participant VR replication using the Magliano-Zacks edit taxonomy, action-discontinuous edits were the strongest predictors of marked boundaries and continuity edits preserved continuity of action. In an edited film clip, viewers lacking prior context marked cross-cut shots 4 and 6 as new events more often (N=88). Limits are one film, one clip, and a small VR sample; Magliano & Zacks 2011 itself is already in the catalogue and was not re-read.
• articleWhat techniques, signals and failure modes for flashbacks and cut-backs do early photoplay texts and the Living Handbook give, and what check can I run on a non-chronological outline?
  Period manuals (1913-1919) give concrete rules: signal memories and dreams with a fade-out/fade-in sandwich written as three numbered scenes; show simultaneous action by cutting one scene into the other, not by fades; build time information into captions; use the return to heighten suspense but not to digress or pick up forgotten points; and prefer forward chronology (Phillips: "a now play"). The Living Handbook notes that flashbacks are conventionalised, and that a fabricated flashback was considered a failure by Hitchcock (Stage Fright). No source gives a numeric test; the one experiment found measures costs (evidence in candidate 06).
• articleWhat do "flashback", "analepsis", "anachrony" and the old film term "cut-back" mean, and why can the same word point at different things?
  In narratology (Living Handbook of Narratology, "Time") a deviation between story order and telling order is an anachrony; Genette calls the backward kind analepsis (flashback) and the forward kind prolepsis (flash-forward). In 1913-1919 American photoplay manuals "cut-back" meant something else or more: returning to an earlier-shown scene (often intercutting parallel action), sometimes a memory insert, and in one manual a mere splitting of a long scene. A beginner must check which sense a source uses.
• articleHow do the recorded wordings of the "gun" remark differ in object, unit, date and source, and what do English renderings change?
  A side-by-side of the four Russian records and one English secondary summary shows a drifting object (ruzhyo gun/rifle vs pistol), unit (stage vs act vs chapter), purpose (promise vs hook vs edit) and publication date (1904, 1910, 1911, 1936). An English summary text (Wikipedia, one revision) renders Shchukin's "chapter" as "act", merges the letter's two sentences into "wrong to make promises", and speaks of "several letters" where the Russian sources read show one letter and three reminiscences. No openly readable English translation with named translator was found.
• articleWhat setup-and-payoff technique, limits and failure modes follow from the four Russian records of Chekhov's "gun" remark (letter, Gurlyand, Nemirovich-Danchenko, Shchukin)?
  The four records point at four different jobs for the same image: policing a promise to the spectator (letter), keeping a first-act prop to the last act (Gurlyand), cashing an act-ending "loaded gun" in the next act instead of withdrawing it in the interval (Nemirovich-Danchenko on The Seagull), and ruthless editing of a beginner's story (Shchukin). Together they yield a promise audit and a hook-payoff check, with a narrow reading of the limit: they say planted things must be paid, and none of the passages read says every payoff needs a plant. Red herrings and over-signposting are not discussed in any passage read.
• articleWhat does openly readable empirical work show about viewers' comprehension, load and enjoyment of flashbacks in film, and how strong is it?
  A CogSci 2011 paper (Sevenants & d'Ydewalle) compared a 14-minute student thriller with flashbacks against a re-edited chronological version: 30 students rated characters and ranked scenes; 8 students had pupil size recorded. Story order was easier to reconstruct (r = +.868 vs +.749), characters' acts more salient, and pupils larger in 5 of 7 flashback scenes, but aesthetic ratings did not differ. A 2025 open-access paper (Djonov & Tseng; abstract read, full text blocked) reports 28 children 7-10 on two Disney flashback scenes, with temporal comprehension supporting causal interpretation. Evidence is small-sample and mixed.
• articleWhat exactly did Chekhov write in the 1889 letter that is said to contain the "gun" rule, and is the popular wording ("a gun on the wall in act one must fire") in it?
  The only Chekhov-authored text in these sources is a letter of 1 November 1889 to A. S. Lazarev (Gruzinsky) about a vaudeville manuscript. It says one may not put a loaded gun on the stage if nobody means to fire it, then adds "one may not promise"; the "gun" is a figure for an unrelated opening monologue that promises the audience something the play does not deliver. The popular sentence about a pistol on the wall in act one comes from a different source (Gurlyand, as quoted in the editors' note), not from the letter. The Constance Garnett letters volume does not contain this letter.
• articleHas the benign-violation theory been tested on humor that is not a moral-violation vignette, for example complaints and reviews, and with what methods and sample sizes?
  McGraw, Warren and Kan (JCR 2015) apply the benign-violation theory to humorous complaints in six studies using Yelp data (330,071 reviews), Facebook status updates, a Haribo review sample and mTurk experiments (one with N = 1,214). The reported pattern is that humor makes complaints read as more positive but praise as more negative, and that humorous complaints are less likely to win redress or sympathy. This is an extension by two of the theory's originators with non-moral stimuli, not an independent replication, and the open copy found carries a JSTOR-download footer, so its reuse status is unclear.
• articleWhat failure modes (cliche, broken genre contract, mis-keyed convention) do Aristotle, Archer and the Living Handbook entries name, and what evaluation checks can an agent run against a genre's expectations?
  Across the pinned sources the named failures are: balking a definite expectation (Archer); over-preparation so tricks are foreseen and resented (Archer); a convention practised so long that its falseness is no longer noticed, and stock devices that later become offensive (Archer); an incident from the wrong mode, such as a melodramatic scene out of key with an idyllic play (Archer); incidents giving the monstrous instead of the genre's proper pleasure (Aristotle); and coherence judged by the wrong genre's standard (Toolan). Counter-evidence shows conventions shift: devices accepted in one period become offensive, and Hitchcock's 'lying' flashback judged a failure by him is later embedded in more complex structures. The LHN film entry notes 'fictional contracts with the audience' beyond verisimilitude, and the Schemata entry says detective clues can be buried by making descriptions schema-consistent. The audit procedure below is a synthesis; no source supplies a validated test.
• articleCan a narrative universe be modelled as a set of worlds (textual actual world plus each character's knowledge, wish, obligation and plan worlds), how does that model define conflict and plot types, and where does it break?
  Ryan's account (as summarised in the LHN Possible Worlds entry) models a narrative universe as a modal system: the narrator's asserted physical facts form the 'textual actual world', and each character has a private system built around a knowledge world (K), plus wish (W), obligation (O), plan and fantasy worlds. Conflict arises when a proposition in a model world is not satisfied in the actual world, or when characters' model worlds clash. Eco's three-layer machine (fabula worlds, character subworlds, Model Reader's expectations) adds the reader's worlds; Doležel's alethic/deontic/axiological/epistemic systems map world rules to plot types, including mystery as epistemic manipulation. The entry also records that the PW-narrative link may be metaphorical and that readers rarely fill all worlds.
• articleWhat do the PerseusDL canonical-greekLit repository, the Perseus Digital Library site, the Poetics TEI header and Harvard/Loeb public pages say about rights in the Fyfe (Loeb) English Poetics that Perseus labels CC BY-SA 4.0?
  No inspected public page is a Perseus or Harvard statement specifically about rights in Loeb-derived translations such as Fyfe's Poetics. What exists is a layered set of generic statements that disagree on the licence version: the TEI header and repository README apply CC BY-SA 4.0 ('unless otherwise indicated'), the Perseus site page for the same text says CC BY-SA 3.0 US, and the Perseus copyright page says Tufts holds overall copyright, rights vary per component, and some texts (Loeb/Harvard University Press named) are used 'by agreement with the publishers who hold their copyrights'. The Poetics text itself carries no copyright or public-domain assertion; its only rights-relevant metadata are the licence element and a Heinemann/Harvard sourceDesc. The question of what Harvard permits was not answered by any inspected Harvard/Loeb page.
• articleWhat does a drama manager consist of, and which ten desiderata does a survey of drama managers propose for judging one?
  Roberts and Isbell (2008) define a drama manager as a coordinator that tracks narrative progress and directs objects and agents toward a narrative or training goal. They say every approach rests on four parts: plot points (with precedence constraints), drama-manager actions, a model of player responses to those actions, and a model of authorial intent. They list ten desiderata (speed, coordination, replayability, authorial control, player autonomy, ease of authoring, adaptability, soundness, invisibility, measurability) and say some conflict, notably player autonomy and authorial control. The analysis is qualitative and, by the authors' own statement, speculative about what authors can actually exploit.
• articleHow do I stop a theme from turning into a sermon, in particular when characters state the theme in dialogue?
  Baker identifies the thesis or problem play's characteristic fault as dialogue in which "the author himself is speaking", gives a worked example (Senator Morse speech) and a repair rule (rewrite until the speaker would say it). Archer says Brieux's theme-first plays suffer from "obtrusive predominance" of the abstract element and recommends openly declaring a moral apologue. Chekhov argues the writer should not judge, and that a sermon plus art is hard because maintaining the characters' tone is needed. Together: three fixes: voice the idea in the speaker's character, declare the fable, or withhold the verdict. These are literary-historical sources; no test of audience effect exists.
• articleWhere do public-domain sources disagree on theme-first versus story-first (Archer, Baker, Poe, Chekhov), and what does each imply for a checkable test?
  Four positions. Poe (Twice-Told Tales review, Graham's 1842): conceive a unique single effect, then invent only incidents that serve it; every word tends to the pre-established design. Archer: abstract-theme-first is risky; no rule on which of character/situation/story comes first, and many plays have no abstract theme. Baker: a central idea or purpose must be decided so emphasis can express it. Chekhov (letters): the writer is a witness, not the judge; he relies on readers for subjective elements, and finds sermon-plus-art technically difficult. They overlap on effect/unity and disagree on who supplies meaning and when it is fixed.
• articleWhat can the Living Handbook of Narratology (speech representation; narration in poetry and drama; diegesis-mimesis) contribute to an agent's test of dialogue, and where does it not apply?
  LHN gives a vocabulary and limits, not a craft recipe. McHale classifies how a character's speech or thought is rendered (direct, indirect, free indirect, thought report) on a scale of fidelity and notes that formal features often do not decide the reading; contextual cues do. Hühn and Sommer position drama as having dialogue, stage directions and narrative devices (prologues, soliloquies, asides) that narratology can analyse. Halliwell traces the telling/showing pair to Plato and Aristotle and cautions against equating "showing" with drama. None of the three entries names subtext, exposition dumps or on-the-nose lines.
• articleWhat do public sources say about what dialogue should leave unsaid, and which named techniques (indirection, contradiction of word by action, withholding) do they actually support?
  The sources support less than the question assumes. Archer gives a rule that characters should reveal inner life "without saying or doing anything they would not say or do in the real world", treats soliloquy and aside as labels, credits taciturnity and silence as dramatic (Barrie, footnote), and argues a hidden-answer secret cannot be kept from repeat audiences and turns spectators into clue-hunters. Chekhov (Garnett) says he relies on the reader to add subjective elements. Baker lets inflection carry what a cut line omits. Contradiction between word and action is not named as a technique in any inspected source; the nearest is Archer's "deeds, not words" for character. "Subtext" does not occur in Archer or Baker (grep).
• articleHow do primary craft sources say to deliver backstory through dialogue without an exposition dump, and when is a "conventional" device acceptable?
  Archer (chs. VI-VII) distinguishes dramatised exposition, where the unveiling of the past is itself the conflict (Ibsen, Ghosts), from narrative exposition, and permits a quick conventional device when dramatising is not possible, but condemns "rubbing in" the device and plunging into narrative before the audience cares. Baker agrees the facts must be stated but wants them stated in character and in an order that sustains interest. Neither names the "info dump" phrase.
• articleDid Wagner call his recurring themes 'leitmotifs', who did, and what did he call them?
  In Ellis's English translations, Wagner's own accounts (1851 'A Communication to My Friends'; 1879 'On the Application of Music to the Drama') describe a 'tissue' or 'web' of 'thematic Motivs', 'root-themes' and 'chief-moods'; the only place the word Leitmotive appears in the volumes inspected is in the 1879 essay, in quotation marks, attributed to his younger friend Hans von Wolzogen ('what he calls my Leitmotive'). Ellis's Vol. II translator's preface also uses a word the OCR renders 'leitmotivtn' (read as leitmotiv-) as a metaphor for recurring words, not for music. Within these texts, the term is therefore Wolzogen's name for the phenomenon that Wagner himself describes differently. Whether Wolzogen first coined the word, or someone else, was not established.
• articleHow do Ware, Young et al. define narrative conflict inside a causal-link plan (CPOCL), what are the seven conflict dimensions, what did the two human studies measure, and what can an outliner reuse?
  Ware and colleagues (IEEE T-CIAIG 2014) define conflict as a character forming a plan that is thwarted by another event, or would have been thwarted. In a plan with causal links and intention frames, a conflict is a threatened causal link in one character's subplan where at least one of the threatening or threatened steps is never executed; internal, external and environmental conflicts differ by who owns the threatening step (same character, another character, Fate/happening). Seven dimensions classify a conflict: participants, reason and duration (observable) and balance, directness, stakes and resolution (continuous 0-1 style measures). Study 1 (27 respondents, 23 finishing all three stories) found CPOCL's conflicts a superset of those readers reported; Study 2 (30 respondents) found the formula-predicted ordering was the top-ranked human ordering for balance, directness and resolution and fifth-ranked for stakes. The authors note durative actions and abstraction mismatches as li...
• articleHow does IPOCL (Riedl & Young 2010) represent character goals, motivations and causal links, what flaws and completeness conditions does it enforce, what are its stated limits, and what can an outliner reuse?
  IPOCL extends partial-order causal-link planning with 'frames of commitment': each frame records a character, the goal they pursue, the steps they perform for it, a final step that achieves it, and a motivating step that causes the character to intend it. A plan is complete only if all preconditions are established, causal threats resolved, and every non-happening step belongs to some frame; three added flaw types (open motivation, intent, intentional threat) drive the search. The article gives definitions, an algorithm and a complexity bound but no formal soundness or completeness theorem: a text search of the PDF for theorem/lemma/proof found none. Its evaluation used 32 CS undergraduates answering why-questions about POCL- versus IPOCL-generated text, judged against the QUEST model, with a significant effect for 'poor' answers and a p of about 0.058 for 'good' ones, without controlling narrative length. Stated limits: every intention is achieved, so repeated failure and hero-vers...
• articleWhat concrete causality tests for a plot outline follow from the Greek and the Fyfe/Bywater/Butcher wording (dia tade vs meta tade, removal test, episodic plot, unexpected-but-caused, denouement from the plot)?
  Aristotle's text supplies several checkable tests for linking incidents: (1) 'because of this' versus 'after this' (dia tade e meta tade, Poetics ch. 10); (2) a removal or transposition test for unity (ch. 8); (3) an 'episodic' label for plots whose episodes follow each other neither probably nor necessarily (ch. 9); (4) the best surprises are unexpected yet each follows from the other (ch. 9); (5) the denouement should come from the plot itself and not from a machine (ch. 15); (6) characters speak and act as a type of person probably or necessarily would (chs. 9, 15). Converting these to an outline checklist (adjacency labelling, remove-one test, machine-resolution flag) is my synthesis; the sources state the principles, not the checklist or any pass/fail threshold.
• articleWhat scene-level techniques and named failure modes does Freytag give for the introduction, rise, climax, return and catastrophe of a dramatic outline?
  Freytag gives concrete part-by-part advice: open with a keynote, a finished scene and a quick transition into the exciting force; build the rise in stages, each a group of preparatory scenes plus a chief scene, with the next-to-last or last step keeping chief-scene weight; treat the climax as a large scene; keep the return to few characters and 'great scenes' because it is the hardest part; prepare the catastrophe in advance but insert a brief hindrance or prospect of relief just before it. He names failure modes: a separated prelude, a distracting counter-play second half, over-extended subordinate action, and a catastrophe that arrives as a surprise. He also says an action or a passion alone is not dramatic: the drama is the passion that leads to action and the action's effect on a soul.
• articleWhat did a working filmmaker say about using Noh's three-part form for screenplay structure, and what limits did he put on it?
  A celebrated director's 1975 advice to young filmmakers (known in English through a 1983 adaptation, read here on a blog) offers the symphony or the Noh three-part jo-ha-kyu as models for a screenplay, but says the symphonic structure is easiest for audiences today; he also cites Zeami's 'detached gaze' for watching actors. The glosses 'destruction' and 'haste' come from the translation as reproduced and differ from glossary definitions of johakyu as a three-segment theory of structure, performance and speed. No worked example maps it onto a film.
• articleIs 'kishotenketsu = plot without conflict' supported by scholarly sources, and what do the sources that name the structure actually describe?
  In the sources read, ki-sho-ten-ketsu is a four-stage pattern whose third stage (ten) brings an abrupt change or new topic: Hinds (as reviewed by Premaratne, 2013) found it in translated Japanese newspaper expository prose and the review calls his study not wholly reliable because of translation, and Nintendo designer Koichi Hayashida describes the four-panel-comic version with a 'change-up' third panel; none of these sources says the structure is plot without conflict.
• articleI want a ready-made ink or Yarn Spinner story to test a parser: which public ones exist and are they under a clear licence?
  The Intercept's README says The Intercept and ink are released under MIT, but a bundled Freesound sound-pack readme in the same repository marks listed sounds Attribution Noncommercial (CC BY-NC 3.0), so the repository-level MIT sentence does not cover all bundled media.
• articleWhat does imagineNATIVE's On-Screen Protocols & Pathways state about consultation, story ownership and community review, and for whom is it written?
  The imagineNATIVE-commissioned guide (dated 25 March 2019, written by Marcia Nickerson) says that permission to share a gifted story can be separate from the intellectual-property rights held by its keeper (family, community or nation), that consultation is needed at the beginning and throughout, that consulting one elder does not give sign-off, and that the protocols are a living document rather than a static checklist; it gives a rough-cut community screening as one example, not a required step.

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