{"id":"W4312638046","doi":"10.7202/1092846ar","title":"Évaluation qualitative de trois programmes de mentorat dans des institutions d’enseignement supérieur","year":2022,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006954563,0.0006247759,0.0005676864,0.0002161648,0.002406804,0.0001526731,0.0007250162,0.0003375356,0.001353684],"category_scores_gemma":[0.0002363344,0.0007133608,0.0003789163,0.0007225035,0.001114059,0.0002781912,0.0002824076,0.001282803,0.00005929411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003173975,"about_ca_system_score_gemma":0.002335058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259793,"about_ca_topic_score_gemma":0.0004964463,"domain_scores_codex":[0.9917773,0.003616528,0.0009875263,0.000978524,0.0009762151,0.00166388],"domain_scores_gemma":[0.9980194,0.0006395056,0.0003194376,0.0004585489,0.0001319323,0.0004311533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002321711,0.00190696,0.0004893346,0.0005006426,0.0006219413,0.00003806621,0.9027597,0.002437291,0.001591018,0.03729508,0.009293066,0.04283478],"study_design_scores_gemma":[0.003233152,0.0007728505,0.01470716,0.0003487551,0.0004906336,0.00008554197,0.8535923,0.0003548445,0.001501625,0.05063177,0.07329903,0.0009823077],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920493,0.01286222,0.04940754,0.01472633,0.003994278,0.001736902,0.0003542984,0.0003490966,0.02452005],"genre_scores_gemma":[0.9459902,0.0006514752,0.02768652,0.0005709672,0.0004245207,0.004386738,0.0003937726,0.0001134934,0.01978233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06400596,"threshold_uncertainty_score":0.9995592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336219831387304,"score_gpt":0.442551086685197,"score_spread":0.3089291035464665,"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."}}