{"id":"W4411555864","doi":"10.7202/1118413ar","title":"<i>Advocacy,</i> promotion et positionnement des professionnels de l’information : les cas de l’Université de Montréal, de l’Université du Québec à Montréal et de HEC Montréal","year":2025,"lang":"fr","type":"article","venue":"Archives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.003354046,0.000447376,0.0004305602,0.002931656,0.02045182,0.01672905,0.002406084,0.003973745,0.04787724],"category_scores_gemma":[0.009598576,0.00052178,0.0005645539,0.007088104,0.008720138,0.004792699,0.005119912,0.0031968,0.002792322],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.145479,"about_ca_system_score_gemma":0.1714086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872869,"about_ca_topic_score_gemma":0.9944048,"domain_scores_codex":[0.9916003,0.001374526,0.0001475558,0.0005519304,0.00212084,0.004204902],"domain_scores_gemma":[0.9858962,0.002059387,0.001173431,0.0002870212,0.003028838,0.007555192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002714747,0.0001754353,0.09155555,0.0007378363,0.00008844848,0.00329654,0.08064451,0.001058481,0.001490558,0.3960686,0.3222038,0.1024088],"study_design_scores_gemma":[0.00003450533,0.00003809766,0.1284149,0.0004100766,0.00004489969,0.0003545274,0.07167455,0.000630812,0.0005090356,0.0046787,0.7930806,0.0001294372],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2338865,0.01497864,0.002606517,0.2011813,0.001430586,0.0003666739,0.00350696,0.0002270196,0.5418158],"genre_scores_gemma":[0.7125349,0.003109445,0.001506578,0.006206414,0.0002111451,0.0001022967,0.000634179,0.00008558788,0.2756094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.145479,"threshold_uncertainty_score":0.9911233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937944237923292,"score_gpt":0.3136118893003053,"score_spread":0.2842324469210724,"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."}}