{"id":"W4404650984","doi":"10.1177/00111287241301009","title":"Examining the Online Posting Behaviors and Trajectories of Incel Forum Members","year":2024,"lang":"en","type":"article","venue":"Crime & Delinquency","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Online forum; Psychology; Internet privacy; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094355,0.0001515808,0.0001431665,0.001090275,0.0007218162,0.001083035,0.000243148,0.0002709329,0.002647048],"category_scores_gemma":[0.006630884,0.0001096557,0.0001303581,0.0006981755,0.0003355924,0.001026854,0.0007022744,0.0004977382,0.0004570268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841043,"about_ca_system_score_gemma":0.0002910213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983308,"about_ca_topic_score_gemma":0.005873788,"domain_scores_codex":[0.9995666,0.000186867,0.00002700934,0.0000598418,0.0000869247,0.00007277224],"domain_scores_gemma":[0.9926886,0.003121319,0.002255898,0.0005581793,0.0008125606,0.0005635543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001478087,0.0002935632,0.9028465,0.00009237632,0.00003000836,0.0002354942,0.03239797,0.0001371856,0.003094315,0.0006349867,0.0004755411,0.05961439],"study_design_scores_gemma":[0.00000300503,0.000240442,0.9619211,0.00004684104,0.00001109836,0.0001942707,0.03225048,0.0007590986,0.0009835613,0.0003826259,0.003190761,0.00001676993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981613,0.00003436064,0.0003299454,0.00004928835,0.000003378052,0.00001816888,0.0001042706,0.000007581824,0.001291822],"genre_scores_gemma":[0.9981864,0.00006884349,0.0006124831,0.00001491178,0.000006480888,0.0000328892,0.0001469938,0.000004999596,0.0009260596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002647048,"threshold_uncertainty_score":0.008855224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07263182375046348,"score_gpt":0.3704340329651473,"score_spread":0.2978022092146838,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}