Internet suicide: Communities of affirmation and the lethality of communication
Bibliographic record
Abstract
As a tool of instant information dissemination and social networking, the Internet has made possible the formation and affirmation of public identities based on personality traits that are usually characterized by clinicians as pathological. The wide variety of online communities of affirmation reveals new conditions for permissiveness and inclusiveness in expressions of these socially marginal and clinically pathologized identities. Much the same kind of discourse common to these online communities is evident in some suicide forums. Web sites with suicide as their central raison d'être, taken together, encompass a wide range of ideas and commitments, including many that provide collective affirmation outside of (and often with hostility toward) professional intervention. The paradox of a potentially life-affirming effect of such forums runs counter to a stark dualism between online therapy versus "prochoice" forums and, by extension, to simple models of the influence of ideas on the lethality of suicide. Different forums either intensify or mitigate self-destructive tendencies in ways that are significant for understanding the place of communication in the occurrence of suicide and for therapeutic practice.
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".