{"id":"W2606459429","doi":"10.71781/5334","title":"Application de la théorie des ensembles flous à l'élaboration d'un modèle pour prédire la réussite dans une école de génie à partir du score à une épreuve diagnostique","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007149359,0.001359098,0.001101214,0.003995749,0.001580009,0.005763762,0.002222179,0.001981265,0.00919591],"category_scores_gemma":[0.04337317,0.0008140369,0.002275327,0.002297713,0.003420914,0.008592132,0.002696248,0.00269411,0.00108143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004405169,"about_ca_system_score_gemma":0.003093594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0350527,"about_ca_topic_score_gemma":0.02866483,"domain_scores_codex":[0.9955461,0.001945935,0.0002317333,0.001148449,0.0008700095,0.0002576789],"domain_scores_gemma":[0.9804155,0.0136643,0.001268521,0.001499644,0.002734208,0.0004177926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002018267,0.0002771681,0.05682168,0.0002730394,0.0005246511,0.0003164641,0.004617568,0.1586847,0.001895459,0.6292413,0.003689622,0.1434564],"study_design_scores_gemma":[0.00004041457,0.0001386709,0.01341538,0.0001712087,0.0001150392,0.0001809786,0.0009438203,0.6236479,0.0009108559,0.3527426,0.007628398,0.00006483822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08717581,0.0004935672,0.8972106,0.002557359,0.0001320349,0.0001631498,0.0004903407,0.0005072095,0.01126982],"genre_scores_gemma":[0.7201967,0.0003606172,0.2703112,0.0002673689,0.0000899018,0.0004355093,0.0005607733,0.0001962597,0.007581708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0350527,"threshold_uncertainty_score":0.06969732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043482141526498,"score_gpt":0.3457476087603268,"score_spread":0.3153127873450619,"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."}}