{"id":"W2983953704","doi":"","title":"Étude de cas. ECTI : évolution du Système d'Information","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association Québécoise des Enseignantes et des Enseignants du Primaire","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00471166,0.0007096201,0.0007478502,0.00387216,0.002260525,0.009525437,0.001394147,0.001658968,0.02274992],"category_scores_gemma":[0.02604827,0.0007066675,0.0008941381,0.005447895,0.002430386,0.006474802,0.002432974,0.002384187,0.004347231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00710667,"about_ca_system_score_gemma":0.005452511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05981057,"about_ca_topic_score_gemma":0.03280366,"domain_scores_codex":[0.9956684,0.001214149,0.0002286653,0.0009356787,0.001656798,0.0002961701],"domain_scores_gemma":[0.9801594,0.009230075,0.001199479,0.003478348,0.005090827,0.0008418498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.0005041092,0.0002297433,0.08638909,0.00130628,0.0002638003,0.001197161,0.01746362,0.01638632,0.01499558,0.4160297,0.04082021,0.4044144],"study_design_scores_gemma":[0.00009703758,0.0002899279,0.1308034,0.0004676092,0.0002929644,0.003964827,0.008916337,0.09106009,0.0286681,0.09061072,0.6444826,0.0003465022],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3848219,0.006446871,0.3095272,0.01035242,0.000933839,0.0005823298,0.02208731,0.01621372,0.2490343],"genre_scores_gemma":[0.8580012,0.001496157,0.09114996,0.0002870488,0.0001302198,0.0003326044,0.006678806,0.002158364,0.03976567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05981057,"threshold_uncertainty_score":0.1189249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009330488553526676,"score_gpt":0.2267885431379621,"score_spread":0.2174580545844355,"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."}}