{"id":"W4414646960","doi":"10.3138/cjhs-2025-0008","title":"Predictors of kink community involvement in those interested in sadism and/or masochism","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Human Sexuality","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; University of British Columbia; Queen's University","funders":"","keywords":"Distress; Odds; Psychosocial; Sadistic personality disorder; Poison control; Interpersonal relationship; Suicide prevention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004664533,0.0001583045,0.0001602118,0.0004676369,0.000704114,0.000579311,0.0002530109,0.000392734,0.003830844],"category_scores_gemma":[0.002596256,0.000167281,0.0003091307,0.000361412,0.0002590858,0.0004733907,0.0008738134,0.0009288188,0.0003044867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553334,"about_ca_system_score_gemma":0.0003272721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008807037,"about_ca_topic_score_gemma":0.01996941,"domain_scores_codex":[0.9996955,0.00008934876,0.00002841569,0.00003975892,0.0000529873,0.00009400408],"domain_scores_gemma":[0.9976982,0.0003382603,0.0009370089,0.00006089298,0.0001695402,0.0007961936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000323432,0.00005793672,0.9966428,0.00001404774,0.00001387289,0.0001226468,0.000961428,0.00001821294,0.0001413135,0.00001834221,0.00009919564,0.001877879],"study_design_scores_gemma":[0.000001579324,0.00003773617,0.9957703,0.00001836245,0.000006994017,0.0002301142,0.003528179,0.0001367867,0.00003142199,0.00002331346,0.0002112537,0.000003962303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994069,0.0000752446,0.00003284887,0.00006507755,0.000002728433,0.000005773593,0.00004827463,8.668549e-7,0.0003621992],"genre_scores_gemma":[0.9995407,0.00008861342,0.00005322643,0.00001954098,0.000003192742,0.000005541493,0.00007480317,9.559144e-7,0.0002135037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008807037,"threshold_uncertainty_score":0.01751155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101323811475927,"score_gpt":0.3852140120131282,"score_spread":0.2838902005372013,"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."}}