Nonlexical “Moans”: Response Cries in Board Game Interactions
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article examines nonlexical vocalizations in board game interactions, focusing on "moans." Moans are prolonged, voiced, response cries. Moans react to game events where the player has suffered in some way. Despite the complaint-relevant nature of moans, game actions are never withdrawn in response to a moan, Moans are treated as laughable, while lexical complaints invoke arguments and apologies. This article suggests that moans are a manifestation of managing Batesons play paradox in that they denote suffering but also willingness to continue play and a validation of the prior event. Moans are suggested to be a contextualization cue for "this is play." Given the relative unconventionality of the form of moans, these tokens are suggested as evidence that lack of conventionalization may be a members resource rather than a problem. The article analyzes a corpus of 34 hours of video-recorded board game play (169 tokens) in English (Canadian, American, and British).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it