{"actors":["Serial-fiction author who owns aesthetic and narrative decisions","Developmental editor who maintains the accounting boundary and review cadence","Continuity reader who independently identifies reader-facing commitments from the text","Publisher or production editor who controls installment timing but not story content"],"affected_objective":"Keep the reader-facing load of unresolved narrative commitments within the author's planned payoff capacity across a serialized work while preserving deliberate ambiguity, suspense, surprise, and open endings.","arm":"ORDINARY_DIVERSE_P2","authority_safety":{"authorized_first_step":"The author may authorize read-only coding of already drafted installments and a time-limited prospective pilot; coding alone cannot require a narrative change.","decision_authority":"The author retains final authority over whether a commitment is paid off, transformed, deliberately suspended, or left open; the developmental editor may schedule review and report stock conditions but cannot dictate content.","excluded_actions":["Automatically closing, explaining, or deleting a narrative element because it crosses a threshold","Treating ambiguity, irresolution, unreliable narration, or an open ending as defects by default","Using reader-response counts as binding instructions for plot decisions","Rewriting published installments without the author's explicit approval","Moving commitments into companion material merely to improve the main-series count","Allowing a publisher or production editor to override the author's aesthetic judgment through the control system"],"halt_rollback":"Halt the pilot and return to the author's ordinary outlining process if coders cannot distinguish commitments from atmosphere or motifs, the author begins avoiding productive complexity to lower the count, review work disrupts drafting, or the system pressures premature closure. Preserve prior coding only as a nonbinding audit record."},"baseline":"For four completed installment-revision cycles, reconstruct without changing the work the stock of active reader-facing narrative commitments at each installment boundary, their salience and ages, newly planted cues, conversions into explicit promises, payoffs, deliberate suspensions, transformations, withdrawals, and transfers to side narratives.","candidate_id":"stock_flow_accumulation_control__literature_literary_theory__ORDINARY_DIVERSE_P2","causal_chain":["A serialized work plants mysteries, threatened consequences, declared goals, relational promises, and other cues that invite readers to expect later development.","Later installments can introduce new cues or intensify minor cues into explicit commitments before earlier commitments receive a payoff or deliberate disposition.","Installment-level review notices newly introduced material and individual continuity errors but may not measure the accumulated reader-facing commitment stock.","Because payoff opportunities are constrained by scene space, pacing, and planned ending structure, a modest inflow can still leave the active stock above prospective clearance capacity.","A commitment register separates the level carried into each installment from the rates of planting, conversion, payoff, suspension, transformation, withdrawal, and transfer.","The author compares the observed stock change with the recorded net flows and investigates discrepancies with an independent continuity reader.","A warning tied to planned two-installment clearance capacity prompts an author-led allocation review: reduce new commitment planting, combine compatible payoffs, schedule resolution space, transform a promise explicitly, or designate intentional long-term suspension.","Subsequent installment coding tests whether the stock trajectory changed or whether apparent clearance displaced commitments into side narratives, companion texts, or ambiguous off-page references.","The author relaxes, retunes, or retires the control when the stock and turnover remain compatible with the planned narrative horizon or when its aesthetic costs exceed its planning value."],"cell_id":"stock_flow_accumulation_control__literature_literary_theory","consequence":"The work may reach a planned convergence point with more active reader expectations than its remaining narrative space can deliberately resolve, transform, or suspend, producing rushed payoffs, accidental abandonment, or expansion of the ending beyond the intended form.","diversity_from_prior_proposals":"This opportunity concerns the changing stock of reader-facing promises inside serialized fiction and intervenes through installment planning and payoff allocation; its problem, creative control, and causal path are separate from governance of evidentiary or inferential dependencies in scholarly manuscripts.","experiment_id":"eoa_inverse_innovation_exp13_second_slot_policy60_20260806","intervention":"Install a narrative-commitment stock control for one serialized fiction project. Define one stock unit as a textually cued, reader-facing expectation that the author or two independent continuity readers can state as a prospective question, promised consequence, declared goal, or relationship trajectory still awaiting an attributable disposition. Bound the stock to the main serial and designated side narratives, source it from versioned installments, assign the developmental editor as recorder, and review it at every installment lock. Record inflows from newly planted commitments, conversions when minor cues become explicit promises, transfers among narrative strands, and outflows through payoff, explicit transformation, deliberate long-term suspension, or attributable withdrawal. Reconcile the observed stock with the net-flow balance. Set a provisional target band at or below the author's documented clearance capacity for the next two planned installments, with an age warning when a commitment passes its recorded narrative window. When warnings occur, the author may reduce planting, reserve scene capacity for payoff, combine compatible resolutions, or intentionally reclassify the commitment. Audit side narratives and companion material for displaced accumulation and retire the control if it ceases to support the work.","mechanism_mapping":[{"counterfactual_removal":"Without reconciliation, forgotten entries, recoded cues, or informal plot changes could appear to be genuine resolution, leaving the measured stock unrelated to the text.","mechanism_slug":"stock_flow_balance_reconciliation","role":"At each installment boundary, prior active commitments plus new, converted, and transferred-in commitments minus paid-off, transformed, suspended, withdrawn, and transferred-out commitments are compared with the independently recoded current stock; unmatched changes remain residuals."},{"counterfactual_removal":"Without changing a flow or allocating clearance capacity, the register would describe narrative pressure while new commitments continued to enter faster than planned dispositions.","mechanism_slug":"net_flow_lever_adjustment","role":"When projected stock exceeds the next two installments' documented clearance capacity, the author chooses among lowering new commitment inflow, allocating payoff scenes, combining resolutions, or explicitly transforming commitments."},{"counterfactual_removal":"Without a threshold tied to the remaining narrative horizon, the author would receive no timely signal that the persistent level had diverged from available payoff space.","mechanism_slug":"accumulation_threshold_alert","role":"A warning is generated when active commitments exceed author-estimated two-installment clearance capacity or remain active beyond their recorded narrative window; the warning is advisory rather than an aesthetic verdict."},{"counterfactual_removal":"Without attention to age and planned disposition windows, recent easy payoffs could lower the total while older high-salience commitments persisted until the ending.","mechanism_slug":"clearance_turnover_tuning","role":"Reviews distinguish newly planted commitments from long-lived ones and reserve author-selected planning attention for commitments approaching their intended payoff or transformation window."},{"counterfactual_removal":"Without inspecting coupled narrative locations, the visible main-series stock could fall only because unresolved promises were exported to side stories, companion texts, or off-page events.","mechanism_slug":"hidden_accumulation_probe","role":"Every transfer records its destination, and installment reviews sample designated side narratives and companion material to determine whether the reader-facing commitment was actually disposed of or merely displaced."},{"counterfactual_removal":"Without accounting for narrative lag, a cue deliberately awaiting a later convergence could trigger repeated premature interventions, while recent payoffs not yet legible to readers could be counted as immediate clearance.","mechanism_slug":"delay_compensated_control","role":"Each entry carries an author-recorded narrative window and expected reader-recognition lag, so control decisions distinguish intentional suspense from overdue accidental carryover."}],"nearest_rivals":["A conventional story outline, which records intended events but need not measure the accumulated reader-facing commitments detectable in successive text versions","A continuity bible, which preserves facts and character histories but does not reconcile planting, conversion, payoff, and transfer flows","Beta-reader feedback, which can identify confusion or disappointment episodically but does not maintain a bounded stock trajectory across installments","A dangling-plot-thread checklist, which lists open items but may not distinguish stock level from inflow, age, clearance capacity, or displacement","A pacing review, which evaluates narrative tempo without accounting for the persistent inventory of promised future developments"],"negative_tests":{"intervention_falsifier":"The intervention is falsified for the selected project if independent coders cannot produce a reconcilable commitment balance, warnings do not lead to any author-selected change in planting or disposition planning, or reported clearance consists primarily of unacknowledged transfers while end-stage reader coding remains unchanged.","problem_falsifier":"The problem is absent if installment reconstruction finds no commitments persisting across boundaries, the author intentionally maintains all identified open elements without a finite payoff horizon, or independent readers cannot distinguish an accumulated commitment level from the current installment's local suspense.","risks":["The register may encourage formulaic payoff and discourage generative ambiguity.","Coders may mistake motifs, atmosphere, or unreliable narration for promises requiring resolution.","The author may plant fewer productive possibilities merely to keep the count low.","Numerically similar commitments may differ substantially in salience and narrative cost.","Combining resolutions may make the plot mechanically efficient but aesthetically weaker.","Publisher scheduling pressure may convert an advisory capacity warning into unwanted content control.","Commitments may be displaced into side narratives or companion material rather than deliberately disposed of."],"strongest_counterevidence":"Independent readers may judge installment transitions and the completed ending no differently when shown reconstructions with high versus low coded commitment stocks, while the author may reliably manage every intended payoff through ordinary outlining without balance reconciliation."},"next_evidence_step":"With the author's consent, select one active serial, have two continuity readers independently code four completed installment versions, reconcile category disagreements without altering the text, and estimate the author's observed planting and disposition flows. Then conduct a four-installment prospective pilot using the author-documented two-installment clearance-capacity warning. Compare coder agreement, unexplained balance residuals, commitment age, planned-versus-observed dispositions, and transfers to coupled narrative locations; make no inference beyond the case.","observable_state":"A versioned installment-boundary register showing each active reader-facing commitment, textual cue, first appearance, salience classification, responsible narrative strand, author-recorded disposition window, current status, conversions, transfers, and attributable disposition. The balance is S(t+1)=S(t)+planted+converted+transferred-in−paid-off−transformed−suspended−withdrawn−transferred-out, with unmatched changes retained as residuals and the current stock compared with documented two-installment clearance capacity.","prior_art_status":"UNSEARCHED","problem":"In a serialized fiction project, mysteries, declared goals, threatened consequences, relationship trajectories, and other reader-facing promises can remain active across installments while new commitments continue to be planted. Planning focuses on the next installment and individual plot threads rather than the accumulated level, age, and prospective clearance capacity of the entire commitment stock, so the work can approach its planned convergence point with more carried expectations than the remaining form can deliberately disposition.","proposal_index":2,"remaining_contrastive_claim":"Unlike outlining, continuity bibles, beta reading, pacing review, or plot-thread checklists considered separately, this control treats reader-facing narrative commitments as a persistent stock reconciled to installment-indexed planting, conversion, payoff, suspension, withdrawal, and transfer flows, with thresholds tied to the author's documented future disposition capacity.","revision_record":{"claim_changes":["Initial second-slot candidate; no claims of novelty, prevalence, demand, or effect size."],"conceptual_changes":["Initial mapping of stock-flow accumulation control to reader-facing narrative commitments in serialized fiction."],"evidence_changes":["No external evidence consulted; prior art remains unsearched."],"operational_changes":["Defined the commitment unit, serial boundary, installment cadence, balance equation, capacity-based warning, age window, coupled narrative locations, safeguards, falsifiers, and bounded pilot."],"parent_version":null,"progress_targets_addressed":["Complete independent second-slot reverse-innovation candidate","Materially distinct problem, intervention, and causal path","Preserved stock-flow causal structure","Explicit creative authority and aesthetic safeguards","Negative tests and bounded first evidence step"]},"schema_version":1,"structural_mapping":[{"archetype_element":"Persistent stock with a defined unit, boundary, owner, measurement source, and cadence","domain_realization":"The stock consists of active reader-facing narrative commitments, counted as independently stateable prospective expectations within one serial and its designated side narratives, recorded from versioned text by the developmental editor at each installment lock."},{"archetype_element":"Inflow, conversion, outflow, clearance, leakage, decay, and transfer paths","domain_realization":"New cues enter; minor cues convert into explicit promises; payoff, transformation, deliberate suspension, or attributable withdrawal remove commitments; narrative strands and companion works receive transfers; uncoded off-page disposition is treated as possible leakage."},{"archetype_element":"Net-flow balance and residual reconciliation","domain_realization":"The observed installment-to-installment stock change is compared with recorded planting, conversion, disposition, and transfer flows, and independent recoding investigates unmatched changes."},{"archetype_element":"Target band, warning threshold, capacity limit, or depletion ceiling","domain_realization":"The provisional upper band is the author's documented capacity to disposition commitments during the next two planned installments, while commitments surviving beyond their recorded narrative window receive an age warning."},{"archetype_element":"Levers that alter long-run accumulation","domain_realization":"The author can reduce new promise planting, allocate scenes to payoff, combine compatible resolutions, transform expectations explicitly, revise the narrative horizon, or designate intentional long-term suspension."},{"archetype_element":"Delays, nonlinear thresholds, saturation, feedback, and coupled stocks","domain_realization":"Recorded narrative windows distinguish deliberate suspense from overdue carryover; limited scene capacity can saturate near convergence; threshold pressure can alter planting behavior; side narratives and companion material form coupled stocks."},{"archetype_element":"Post-intervention monitoring and control retirement","domain_realization":"Subsequent installments are recoded for trajectory, age, residuals, reader-recognition lag, and displacement; the author may relax, retune, or retire the system when turnover fits the planned horizon or aesthetic costs outweigh its planning value."}],"title":"Narrative-Commitment Stock Control for Serialized Fiction","version":0}