{"id":"W3003281784","doi":"10.7202/1066596ar","title":"Élaboration d’une échelle de motivation aux études d’ingénieurs en contexte francophone","year":2019,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01532629,0.0004996908,0.000527982,0.0003772312,0.0002696279,0.0001524469,0.0003024251,0.0008477015,0.01377572],"category_scores_gemma":[0.002039938,0.000592269,0.0001760723,0.001409532,0.0001119077,0.001050798,0.00004100046,0.0007079302,0.003035005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100738,"about_ca_system_score_gemma":0.00197934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173389,"about_ca_topic_score_gemma":0.000412115,"domain_scores_codex":[0.989354,0.007037907,0.001201549,0.00093023,0.000892208,0.0005841675],"domain_scores_gemma":[0.9953998,0.00173307,0.0008840694,0.0008258685,0.0009938693,0.0001633033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001877211,0.001359845,0.247561,0.0002530011,0.0002167697,0.000003727253,0.5961528,0.005817659,0.007056077,0.04801792,0.0393987,0.0539747],"study_design_scores_gemma":[0.00202898,0.0002355585,0.893705,0.0002327397,0.0001173468,0.00001766071,0.02326077,0.001968117,0.0007753602,0.003390638,0.07368321,0.0005846874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028821,0.001083177,0.02342319,0.03109257,0.01296602,0.001903363,0.00004497061,0.0002185495,0.02638604],"genre_scores_gemma":[0.9489509,0.0002976998,0.001871871,0.002525297,0.001087024,0.0001806047,0.001387036,0.0001028274,0.04359677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6461439,"threshold_uncertainty_score":0.9996529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697169181427577,"score_gpt":0.3635398801080104,"score_spread":0.3165681882937347,"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."}}