{"id":"W4317862946","doi":"10.32920/21950894","title":"Self-Injury in Japanese Manga: A Content Analysis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Distress; Psychology; Content analysis; Gaze; Content (measure theory); Perception; Girl; Social psychology; Developmental psychology; Clinical psychology; Psychoanalysis; Sociology","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":[0.001237055,0.0002650384,0.0002486759,0.003072133,0.001768614,0.001686873,0.0002529737,0.0002681561,0.001435551],"category_scores_gemma":[0.003554144,0.0001491436,0.0002225129,0.003518433,0.001639794,0.0009725241,0.001510959,0.000464809,0.0001605486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787363,"about_ca_system_score_gemma":0.001155316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005947665,"about_ca_topic_score_gemma":0.01140904,"domain_scores_codex":[0.9994895,0.0002035616,0.0000564248,0.00007060604,0.0001113088,0.00006853051],"domain_scores_gemma":[0.9975194,0.001244609,0.0004508544,0.0001337503,0.0004943853,0.0001569085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001733073,0.0001085276,0.04302614,0.001325426,0.00002470503,0.001468066,0.8961701,0.00005369863,0.01767083,0.001037731,0.002058796,0.0368825],"study_design_scores_gemma":[0.000009973747,0.0001802763,0.2498713,0.0005635041,0.00008765241,0.000932625,0.6983464,0.0004285671,0.003685365,0.0003145837,0.04553268,0.00004697749],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948964,0.0004305855,0.0004588857,0.0001707408,0.0000255339,0.0001551855,0.000356963,0.00001292922,0.003492801],"genre_scores_gemma":[0.9929768,0.0008918868,0.002577172,0.0001154895,0.0000415908,0.0003480745,0.0006649742,0.00003646108,0.002347555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005947665,"threshold_uncertainty_score":0.0129683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168208596328328,"score_gpt":0.3668018180323502,"score_spread":0.2499809583995173,"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."}}