{"id":"W4234205983","doi":"10.1080/19359705.2014.945340","title":"Passages","year":2014,"lang":"fr","type":"article","venue":"Journal of Gay & Lesbian Mental Health","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006978826,0.0004934742,0.001210869,0.0004818734,0.000521333,0.0001624796,0.0006391183,0.0002193534,0.001446957],"category_scores_gemma":[0.000160091,0.0004823064,0.0005612262,0.0005182662,0.0003891284,0.0007970158,0.0001110071,0.00146325,0.005352435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337285,"about_ca_system_score_gemma":0.001312904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003685914,"about_ca_topic_score_gemma":0.0002989969,"domain_scores_codex":[0.992409,0.002080614,0.002257429,0.0003386023,0.001514764,0.001399587],"domain_scores_gemma":[0.993906,0.0001968136,0.003238407,0.0004376159,0.0002846268,0.001936589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005662875,0.001793666,0.007757962,0.0008736553,0.0002836305,0.0001275036,0.00504297,0.00006737123,0.002149345,0.003030564,0.6568508,0.3214563],"study_design_scores_gemma":[0.003528838,0.004930715,0.01583333,0.002934302,0.00008499307,0.002517439,0.00204404,0.000365106,0.0006336481,0.000706557,0.9660072,0.000413804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4567352,0.1311135,0.001619181,0.3622586,0.03101129,0.001184476,0.0008206893,0.0001046309,0.01515238],"genre_scores_gemma":[0.9541491,0.007136248,0.008899382,0.007830841,0.006145268,0.000001898534,0.00002397488,0.0003085578,0.01550469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4974139,"threshold_uncertainty_score":0.9997628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989856582879868,"score_gpt":0.3504043016936049,"score_spread":0.3205057358648062,"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."}}