{"id":"W4410705262","doi":"10.29173/cais1884","title":"Discriminations au sein des professions et métiers documentaires au Québec, qu'en est-il? Résultats d'une enquête sur la réconciliation, l'équité, la diversité et l'inclusion (RÉDI)","year":2025,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008480466,0.0002898125,0.0005059827,0.001556369,0.02143755,0.005647012,0.001216775,0.001237016,0.004914151],"category_scores_gemma":[0.0191792,0.0002835861,0.0003025249,0.003637827,0.005897341,0.001908717,0.004013553,0.001986116,0.0003091617],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04239954,"about_ca_system_score_gemma":0.05804018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9550191,"about_ca_topic_score_gemma":0.9734596,"domain_scores_codex":[0.992514,0.002502609,0.0002611436,0.0004681425,0.002020564,0.00223357],"domain_scores_gemma":[0.9844027,0.004665217,0.002463883,0.0005701538,0.005053685,0.002844395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007677856,0.0001223971,0.1636776,0.0001898324,0.00002913091,0.0004430592,0.7850479,0.00008316195,0.0005585544,0.003451346,0.004372246,0.04194801],"study_design_scores_gemma":[0.000008406926,0.00005236371,0.2151834,0.000191816,0.00001301672,0.00006864869,0.7663913,0.00006760296,0.0002039409,0.0001853674,0.01760089,0.00003323549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876983,0.0007606478,0.00009308176,0.003984736,0.00003165446,0.00003088871,0.00007140536,0.000003941046,0.007325316],"genre_scores_gemma":[0.9934337,0.0004848044,0.0001096343,0.0006775872,0.000008484748,0.00002133623,0.00004459218,0.000003589819,0.005216162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9785625,"threshold_uncertainty_score":0.3076316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07515279819817884,"score_gpt":0.3921620913200573,"score_spread":0.3170092931218785,"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."}}