{"id":"W4281397182","doi":"10.1111/ilrf.12238","title":"Élaboration d'un indice composite de qualité de l'emploi des travailleurs et travailleuses LGBTQ+ du Québec (Canada)","year":2022,"lang":"fr","type":"article","venue":"Revue internationale du Travail","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Queer; Sociology; Art; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002090244,0.000512312,0.0005588108,0.0003942223,0.00108402,0.0002006183,0.001112118,0.0002667884,0.007149104],"category_scores_gemma":[0.0004519208,0.0006926637,0.0002615224,0.0005945951,0.0004522215,0.0003597511,0.0001750673,0.001135387,0.0003158249],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004498099,"about_ca_system_score_gemma":0.005753919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9525861,"about_ca_topic_score_gemma":0.932378,"domain_scores_codex":[0.9932195,0.002935294,0.001212647,0.0007835577,0.0008329805,0.001016011],"domain_scores_gemma":[0.9968272,0.001102202,0.0006577139,0.0005497462,0.0003627804,0.0005003649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003029389,0.00146981,0.7389793,0.0009788373,0.0005707418,0.0004523179,0.01847162,0.001419086,0.0004221044,0.01790733,0.1831576,0.03586823],"study_design_scores_gemma":[0.0012111,0.0002472517,0.5859801,0.0000650897,0.0001931396,0.001317326,0.001281386,0.0004854664,0.00004601236,0.0006707509,0.4080229,0.0004795217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980267,0.02179392,0.001048416,0.0529128,0.003075088,0.0004944694,0.001729508,0.0001225729,0.02079654],"genre_scores_gemma":[0.8689818,0.008752575,0.0006479965,0.01192685,0.002242244,0.0002884833,0.0004318471,0.0001721023,0.1065561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2248653,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828837755228571,"score_gpt":0.3050850740193677,"score_spread":0.276796696467082,"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."}}