{"id":"W2969479284","doi":"10.7202/1062115ar","title":"Trajectoires addictives et vécu homosexuel","year":2019,"lang":"fr","type":"article","venue":"Drogues santé et société","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Sociology; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002760153,0.0005022982,0.0005491049,0.001135086,0.00317391,0.003048351,0.0006917258,0.0007495825,0.006620167],"category_scores_gemma":[0.005070093,0.000373966,0.0004873751,0.001516921,0.00603331,0.001562473,0.002638721,0.001125213,0.0003232361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003328911,"about_ca_system_score_gemma":0.00387628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05962569,"about_ca_topic_score_gemma":0.06428394,"domain_scores_codex":[0.9975792,0.001333926,0.00009935608,0.0003229833,0.0004497187,0.0002149141],"domain_scores_gemma":[0.9978371,0.001109188,0.0004590628,0.0001401396,0.0002996368,0.0001549497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004393267,0.0002346686,0.3421441,0.002274049,0.0002248551,0.002355875,0.471599,0.0005118052,0.003431616,0.04208601,0.00253344,0.1321653],"study_design_scores_gemma":[0.00002920459,0.0002468071,0.3378632,0.001539433,0.0001275324,0.002013414,0.6114559,0.0003498572,0.001002856,0.006106208,0.03918272,0.00008285503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686377,0.005900374,0.002173011,0.001474136,0.0001090315,0.0001671003,0.0002774972,0.00001573449,0.02124546],"genre_scores_gemma":[0.9887022,0.003368525,0.00216658,0.0003262952,0.00001998951,0.0002750305,0.0001115412,0.000006626361,0.00502318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05962569,"threshold_uncertainty_score":0.1185573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711498939898861,"score_gpt":0.3875808081692618,"score_spread":0.3504658187702732,"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."}}