{"id":"W2909692734","doi":"10.71781/24017","title":"Le lien prédictif entre le sentiment d’efficacité des enseignants, l’engagement cognitif et les buts d’accomplissement des élèves de la 4e à la 6e année du primaire","year":2018,"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":"","keywords":"Humanities; Lien; Psychology; Political science; Philosophy; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002729969,0.0008278472,0.0007428898,0.0001848869,0.001665343,0.0008840053,0.001272635,0.0008103164,0.01320353],"category_scores_gemma":[0.0001654105,0.0008058797,0.0002762958,0.0003288473,0.001034355,0.000373576,0.0003808166,0.0009048813,0.001440835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201874,"about_ca_system_score_gemma":0.001051213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504954,"about_ca_topic_score_gemma":0.0007084814,"domain_scores_codex":[0.9927707,0.003265355,0.0009932814,0.001482498,0.0005352814,0.0009528895],"domain_scores_gemma":[0.9968125,0.001064754,0.000684555,0.0005965951,0.000432104,0.0004094749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001622785,0.03168742,0.1134937,0.0005983542,0.00304202,0.0004052742,0.2406316,0.00004811413,0.006399265,0.01154105,0.02074852,0.569782],"study_design_scores_gemma":[0.003034674,0.000655157,0.6041166,0.001393247,0.0003841764,0.000127592,0.1061354,0.00001779751,0.003672485,0.003525144,0.2759576,0.0009800772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7082788,0.0006642215,0.0002810291,0.0009299266,0.0007075944,0.001389274,0.0002762599,0.00001301705,0.2874598],"genre_scores_gemma":[0.937058,0.0004572909,0.01690282,0.0002784802,0.0003624216,0.0006051149,0.002985338,0.0001013845,0.04124916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5688019,"threshold_uncertainty_score":0.9996343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07556959481626298,"score_gpt":0.3910501942572506,"score_spread":0.3154805994409876,"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."}}