{"id":"W3110995281","doi":"10.14428/qpes.v1i4.62393","title":"Mesure et évaluation de la qualité des pratiques de développement des compétences informationnelles au sein du réseau de l'Université du Québec","year":2021,"lang":"fr","type":"article","venue":"Les Annales de QPES","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02269262,0.000384877,0.0007021731,0.003979901,0.003500706,0.006039991,0.001198533,0.0007811111,0.007338007],"category_scores_gemma":[0.05299826,0.0003539133,0.0005053983,0.004676295,0.001674543,0.002023013,0.002465538,0.001326617,0.001281581],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03868668,"about_ca_system_score_gemma":0.05569532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7434263,"about_ca_topic_score_gemma":0.8236088,"domain_scores_codex":[0.9839637,0.004345763,0.0007576781,0.001092134,0.008169932,0.001670947],"domain_scores_gemma":[0.8897203,0.02024923,0.006163334,0.002423244,0.07404033,0.007403598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000686819,0.000433268,0.4992341,0.002083836,0.0003573706,0.0002884206,0.09278247,0.002576022,0.005052821,0.006242976,0.02268575,0.3675762],"study_design_scores_gemma":[0.00003552402,0.0004050992,0.9181567,0.0007813244,0.0001300789,0.00004966213,0.03373373,0.002663781,0.003376081,0.0005354878,0.04000277,0.0001298619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129169,0.002216001,0.007462017,0.004934609,0.0001049587,0.0005727283,0.001933133,0.0003804135,0.06947927],"genre_scores_gemma":[0.9717848,0.0007942636,0.005329445,0.000283123,0.00001816368,0.0003153092,0.0006460663,0.00003745142,0.02079134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9613133,"threshold_uncertainty_score":0.5161694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381154799301967,"score_gpt":0.4498436650498429,"score_spread":0.3117281851196462,"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."}}