Handback, stage C3: the model against the literature

Written at C3c, 2026-10-14 (UTC), at the close of stage C3.

• The literature's account: literature-C3.md, leg by leg.
• The successor files stage C5 reads first, through manifest-C3.txt: model-C3.md, structure-C3.md and concept-C3.md, each written whole. The stage C2 files they supersede stand.
• The mapping: mapping-C3.jsonl, the four universal problems put to the structure.
• The record of every step: notes-C3.md and the diary.

What the counts here license. The counts of this stage are of coded turns and of rooms whose coded talk sits under a theme. They say what the coders' public record shows, not what the rooms did off it, and there is no denominator of groups. Every claim of absence is about small rooms writing in public and is marked weak. Every code read at this stage is mine alone.

The claim

The literature left the model's spine standing. It bounded one finding, supplied the mechanisms of two arrows, borrowed the concept's name, and located the model against the four universal problems.

• A member starts a mark, calls gather hands, the hands build, and keeping the mark becomes the work.
• A call is the first part of a pair. Joining is the answer it prefers and comes bare. Refusing an attack call is dispreferred and comes with a reason, and the reason states the room's norm or the attack's cost (F-014; conversation analysis).
• Decided order is rare, and gathers in the small canvas-born factions that govern a territory (F-006, bounded; O'Mahony and Ferraro 2007).
• The rooms handle all four universal problems in public talk, but by their own means: allocation by self-selection to calls, division by a template, information through the half-built picture and the chats, and reward as credit after the work. Nineteen of the 28 fourth-order themes fall outside the claim (F-016). Eight of them make the boundary and the goal that the claim assumes, and seven hold the order between rooms.
• The goal is made on the clock. Mostly it is a sign the room already had, proposed by one member and argued over in its pixels. Votes are rare, and loss changes the goal (F-017).

The room that best supports it: day9. It is a within-case room, told at passes 2 to 5. It builds from a call, loses its border at hour 48, moves within two hours, and finishes the new work at hour 53. Its goal changes after a loss, as F-017 counts for 116 rooms.

The room that most threatens it: thebluecorner. It is a colour faction whose faith names its rivals. It rules on guests by vote and by fit with blue, and it splits over doctrine. Stage C3 placed it: its setting is the nearest the canvas comes to O'Mahony and Ferraro's, a body governing a territory for others. That is where decided order gathers.

The condition that separates them is what decides whom a room fights and whom it admits. Where the work decides, the model tells the room. Where a body's faith or a host's rule picks rivals and guests, the model does not reach it, and the literature says why: there a basis of authority is being built.

Works that contradict the model, and how each resolved (C3a)

• O'Mahony and Ferraro (2007), verified: a difference of setting, bounding both claims. An abductive read found decided order in 7 of 39 rooms placed on a colour-faction theme or on vetting guests, against 39 of 666 others (p 0.014 at held size). F-006 was bounded. Their "must" holds for governing a lasting body, not for organizing one work in hours.
• Bechky (2006), verified: a difference of setting, bounding hers. No careers carry roles between rooms. The model is one answer to her own open question (p. 17).
• Felin and Zenger (2016; 2017), verified: about different things. Their theory is a contrarian belief held against a market. A room's start is mostly a sign it already shares. The goal question went to C3c (F-017).
• Olson (1965), recalled: open. Members who never contributed are invisible in the record. Placement counts per account against each room's readership would decide it, and the study does not use the canvas as a ground.

Works that resemble the model (C3b)

• Puranam, Alexy and Reitzig (2014), verified. Self-selection is the model's join and the start it answers. The final product as "its own representation" is Stigmergy and Standardization of output. Authority over contributions and membership is the hosts ruling on guests, a boundary the model does not reach.
• Bechky (2006): enthusiastic thanking and polite admonishing, which are the completion ritual's credit and the room's restraint.
• O'Mahony and Ferraro (2007): Decided order.
• March (1991): the code and the newcomers it needs, which are the host sub's line around canvas talk and the rooms' fear of the readers their mark draws.
• Felin and Zenger (2017): self-selection to a theory, which is calls gathering around a start.

The one distant field that supplied a mechanism

Conversation analysis, recalled: Schegloff and Sacks (1973), Pomerantz (1984), Levinson (1983).

• The rewrites. The one-line answer to a call (A12) and the refusal of an attack call (A16) are rewritten, each beside its stage C2 sentence, with mechanism_source: from-literature.
• The test. An abductive read tested the account asymmetry. Refusals gave a reason in 23 of 38 read pairs and acceptances in 2 of 14 (p 0.003). Refusals were not longer.
• Still theorised. A12 stays theorised: calls to place were never tested.

Matched and not rewritten. Four other distant works matched an arrow and were not used. Each read was declined, with its reason:

• the dear enemy effect, for the settled border;
• superordinate goals, for coalitions;
• focal points, for the template;
• the war of attrition, for the move.

Findings bounded and changed

• F-006, bounded (C3a): decided order gathers in the small canvas-born factions that govern a territory, a condition written into the superseding line.
• F-014, new (C3b): refusals of a call carry a reason; acceptances come bare.
• F-015, new (C3b), weak: the rooms' judgments of their numbers do not rest on who answered. They rest on the readership's size, the canvas, or nothing.
• F-016, new (C3c): the mapping to the four universal problems.
• F-017, new (C3c): the goal.

No finding was withdrawn. findings.jsonl holds 25 lines and 17 findings.

Declarations updated, and names changed

• Stigmergy (T4-007): mistaken_for now names the transparent task architecture of open source (Puranam, Alexy and Reitzig 2014). There a founder or a core lays the architecture out; here no one does.
• Decided order (T4-011): mistaken_for now names a shared basis of authority (O'Mahony and Ferraro 2007). A decided element here binds one work for hours.
• No fourth-order theme or dimension was renamed or recut. The third-order themes keep their descriptive names.
• The concept's name changed (below).

The concept

A relabelling. The one-line enrolment is conversation analysis's preferred acceptance, renamed as borrowed. Its form held where tested (F-014). Its claimed function, the replies as the room's head count, failed (F-015) and is dropped. What it adds is a setting: written, public, given by a stranger to a stranger's call to labour. The verdict sits close to a relabelling that adds nothing. Stage C5's propositions should not lean on it. concept-C3.md is written whole, and concept.md stands. A switch record is in literature-C3.md.

How much of prior.md came true

Most of its kinds came true: calling and gathering, instructions for placing, moving the talk off the thread, holding the work, deals, fighting, restraint, national work, canvas-born rooms that govern, moderators, talk about the work, and what is left after.

Its three refusals each held:

• Deliberation off the record. The record holds the venue and the decision returned (33 rooms), not how a venue decided.
• Reward and motive. A reward offered before the work appears in 9 rooms. My C1 declaration called credit pay. Stage C3 went back to prior.md: credit is talk about the work.
• The canvas as outcome. It was never a ground.

Its model expectations held in part:

• "Settling what to act on" held in part. One member's start was the most common route (166 rooms), and the canvas before the room spoke was less common (43). Votes were rare (18) but only partly late: 7 of 18 came before hour 24.
• "Becoming able to act will rest less on persuasion than on a find" leans the other way. Proposals outnumber marks found in place by about four to one.
• "What sends a group back to the beginning will be loss of the spot" held. Relocating after losing the spot is in 116 rooms.
• "What follows organizing will be talk about it" held. Celebrating the finished work is in 442 rooms.
• The forms are not tested until stage D4.

The four universal problems: the mapping and the remainder

The four universal problems claim, put to the structure as it stood, with nothing revised to fit it (mapping-C3.jsonl; F-016):

• Information provision: 4 themes (Sensemaking, Stigmergy, Backstage decision-making, Attribution), 555 rooms. Reached richly.
• Reward provision: 2 themes (Completion ritual, by construction; Visibility returns), 543 rooms. Reached richly as credit after the work, thinly as an inducement before it (9 rooms). The frame would cut through Completion ritual.
• Task allocation: 2 themes (Mobilization, by construction; Decided order), 394 rooms. Reached richly as self-selection (calls in 345 rooms), thinly as assignment (46).
• Task division: 1 theme (Standardization of output), 237 rooms. Reached only by an artifact; division among teams appears in 5 rooms.
• The remainder: 19 themes, covering talk in 694 rooms.
  • 7 between rooms, a change of level;
  • 8 that make the boundary and the goal, the frame's premises;
  • 1 different mechanism (machine hands under the rate limit);
  • the work itself (repair);
  • 2 after the clock.

The verdict. The material supports a weak form of the claim and is silent on necessity. On reward the claim cannot lose, since it allows intrinsic inducements and only "if its constituent agents need to be motivated to contribute" (p. 165). The material leans against sufficiency for telling forms apart, which stage D4 can test. For necessity, the structure does not speak to the claim.

Files with a stage C3 successor

• model.md and model-p2.md to model-p5.md: superseded by model-C3.md.
• structure.md, structure-p2.md and structure-p4.md: superseded by structure-C3.md.
• concept.md: superseded by concept-C3.md.

Citations

• Verified, opened on the shelf and quoted with pages: Puranam, Alexy and Reitzig (2014); Felin and Zenger (2016, the SSRN manuscript; 2017); O'Mahony and Ferraro (2007); Bechky (2006); March (1991).
• Recalled, each with the claim attributed, for a reader to check:
  • Olson (1965);
  • Schegloff and Sacks (1973), Pomerantz (1984) and Levinson (1983);
  • Granovetter (1978);
  • Fisher (1954) and Temeles (1994);
  • Sherif (1958), Sherif and colleagues (1961) and Walt (1987);
  • Schelling (1960);
  • Maynard Smith (1974).
• Recalled by concept, with no author named: slacktivism and the conditional pledge, as near referents of the concept.
• Not verified or withdrawn: the constructs' recalled sources from stage C1 still stand recalled. No shelf copy of them was served.

The log point

Before the shelf was opened at C3a: prior.md was read first and restated in notes-C3.md; METHOD.md's first section and the six method works were re-read whole; then _cite_reads-C3.jsonl was absent and _mem_reads-C3.jsonl held 63 lines. Every abductive read after that point was logged before it ran: one at C3a, two at C3b. The read log records what was served, not why.

What I am sure of, what I am not, and why

Sure.

• The account asymmetry on attack calls, as read.
• The failure of the head-count claim in the sample read.
• Decided order's gathering in the small factions, at held size.
• The mapping's counts, read by script.
• That the structure carries 19 themes the four universal problems claim has no place for.

Each rests on a count from a file a reader can rerun.

Not sure.

• Every code and the mapping are mine alone, with no second reader.
• Three mappings are more mine than the material's: Decided order, Visibility returns, Attribution.
• The goal's modes are my placement of third-order themes by their names, and the theme a record sits under does not track its stance.
• The sides taken on reward and allocation are absence claims, and weak.
• Every distant work is recalled.
• Olson stays open.
• The tie from before the canvas named in "a fellow comrade during the button" [PurplePixels/c0165] sits against the model's colour factions as bodies the canvas gathered. One turn does not change that.

For the stages after

• Stage C5 reads the three successor files through the manifest. It should not lean on the concept. It should take A12's and A16's mechanisms from the arrows, and the four declined reads as untested.
• Stage D4 can test whether the forms differ on the four universal problems or on the remainder: neighbours, boundaries, goals.
• Stage E1 inherits part 4 of the four-problems section verbatim, on what the instrument can and cannot see: chats, and rewards offered.
• Carried from C2 and still open: what a mark brings back into its room; the two boundaries for the return; membership outside the claim; the claim untested for order; attribution as the hinge between restraint and attack.

The licences exercised, and those not (METHOD.md)

• An in-sample return in the spirit of Eisenhardt's replication logic: exercised. Three abductive reads returned to the rooms, each prompted by a paper and logged before it ran, with rules written first. The four-problems counts returned to the store, not to whole rooms.
• Gioia, Corley and Hamilton's cycling between data and literature: exercised through those reads. The cycling changed a finding, two mechanisms and the concept. It changed no theme.
• Langley's strategy, declared: exercised in part. Temporal bracketing gave the hours in the goal's timing and hour 73. Narrative and visual mapping were not used at this stage.
• The count set by kinds: not exercised. No recut. The tier keeps 28 fourth-order themes in 8 dimensions.
• Gioia's explosion at the front end: not exercised here. It belongs to stage B1.
• J's rulings QC2-001 and QC2-002 stand. No question was asked at stage C3.