{"id":"W2765366495","doi":"10.71781/10620","title":"Détection et amélioration de l'état cognitif de l'apprenant","year":2016,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001082961,0.001538895,0.0008421041,0.00144563,0.0004493009,0.001878417,0.000817789,0.0009674841,0.005419212],"category_scores_gemma":[0.006486807,0.0004536456,0.0007641456,0.0005147721,0.0004371575,0.00139349,0.001161302,0.000879706,0.002256775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005831984,"about_ca_system_score_gemma":0.001264013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008673812,"about_ca_topic_score_gemma":0.0143129,"domain_scores_codex":[0.998557,0.0002192067,0.00009690849,0.0004444877,0.0005174946,0.0001648812],"domain_scores_gemma":[0.9974799,0.0009328659,0.0002781943,0.0002008767,0.0009307527,0.0001774241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001111506,0.0005083305,0.07131387,0.0009992463,0.000323478,0.0007874539,0.00299363,0.006478544,0.08861134,0.002220162,0.006426215,0.8182263],"study_design_scores_gemma":[0.0002276718,0.003484837,0.4655731,0.0007884987,0.00117984,0.003924165,0.004205999,0.2610473,0.1793632,0.01038775,0.06924059,0.0005770348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7090994,0.003945542,0.2562023,0.001265632,0.0005211175,0.0006585636,0.002367957,0.007974138,0.01796533],"genre_scores_gemma":[0.8500744,0.001728264,0.131296,0.0002975554,0.0001241153,0.0004126561,0.00154681,0.000291648,0.01422851],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008673812,"threshold_uncertainty_score":0.01812911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08783010295768062,"score_gpt":0.4846764430837607,"score_spread":0.3968463401260801,"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."}}