{"id":"W4393927532","doi":"10.32920/25461088","title":"Family Victimization Among Canadian Sexual and Gender Minority Adolescents and Emerging Adults","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"Psychology; Sexual minority; Developmental psychology; Sexual orientation; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005227707,0.000298731,0.0002665178,0.001402734,0.003761545,0.001074955,0.0008842941,0.0003068843,0.00240322],"category_scores_gemma":[0.00138646,0.0002472515,0.0004998497,0.002242132,0.0004758121,0.0004347152,0.001034785,0.0006174201,0.0001957943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01252982,"about_ca_system_score_gemma":0.01823526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914073,"about_ca_topic_score_gemma":0.9957425,"domain_scores_codex":[0.9996561,0.00001833643,0.00001844679,0.0000429579,0.0001187793,0.0001453265],"domain_scores_gemma":[0.9991668,0.00003046097,0.0001879674,0.0000278789,0.0003169651,0.0002699428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002545998,0.00003211703,0.9857532,0.00003850433,0.00001620647,0.000121105,0.003565267,0.0000182908,0.00008916762,0.0001045485,0.001617673,0.008618547],"study_design_scores_gemma":[0.000002880873,0.00001650162,0.9883878,0.00008082386,0.00001399944,0.00007086054,0.009720332,0.00004260353,0.00004114319,0.00001900297,0.001596158,0.000007970929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929053,0.0006841806,0.00002888312,0.0004161929,0.00001534214,0.00004525163,0.002310104,0.000005127878,0.003589621],"genre_scores_gemma":[0.9958791,0.001333834,0.0001017341,0.0001814546,0.000007351134,0.00004077505,0.001487024,0.00000298083,0.0009658287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252982,"threshold_uncertainty_score":0.09091061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728016121916931,"score_gpt":0.279838664456974,"score_spread":0.2625585032378047,"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."}}