{"id":"W4312468129","doi":"10.7202/1091197ar","title":"Aspect prédictif des interrogations dispensatrices organisées à mi-parcours en première année universitaire. Étude de la liaison entre les résultats obtenus aux interrogations de janvier et la performance en fin de première année universitaire","year":2022,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01528436,0.0005529315,0.0007155123,0.002601754,0.002163706,0.004440078,0.001246102,0.001460407,0.008865932],"category_scores_gemma":[0.09665545,0.0005473681,0.0009376142,0.002540871,0.001079291,0.002299095,0.002703626,0.002042507,0.002567301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157027,"about_ca_system_score_gemma":0.00307699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065827,"about_ca_topic_score_gemma":0.02499579,"domain_scores_codex":[0.9856991,0.0070792,0.001155917,0.001224342,0.003652669,0.001188826],"domain_scores_gemma":[0.8727663,0.07611804,0.02000743,0.004594123,0.02138302,0.005131095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008760443,0.000647503,0.8811039,0.0004468703,0.00021691,0.0004059843,0.04757124,0.001138039,0.002869316,0.003496675,0.003805196,0.05742229],"study_design_scores_gemma":[0.00001549022,0.0004432085,0.9584545,0.0001479165,0.00008192482,0.0001434107,0.02314283,0.001901019,0.002125643,0.001269847,0.01220358,0.00007056108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781654,0.0004857873,0.00306489,0.001024781,0.00007285722,0.0002754942,0.001077036,0.00009861361,0.01573497],"genre_scores_gemma":[0.9838747,0.0002408058,0.003424459,0.0002344413,0.00006759079,0.0004506927,0.0009252192,0.00005059743,0.01073151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065827,"threshold_uncertainty_score":0.08083236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08324572796770377,"score_gpt":0.4035632248370454,"score_spread":0.3203174968693416,"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."}}