{"id":"W1552605289","doi":"10.26522/brocked.v15i1.64","title":"Contre-validation de données recueillies pour le dépistage des difficultés d’apprentissage chez des élèves francophones du primaire de l’Ontario","year":2005,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.05757524,0.001565001,0.0009905008,0.005264974,0.002350743,0.002126471,0.002353729,0.001184989,0.001766434],"category_scores_gemma":[0.1421751,0.0007093144,0.00213131,0.003867425,0.003399516,0.001384092,0.001986298,0.001368104,0.0006766294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007655406,"about_ca_system_score_gemma":0.01541758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.50822,"about_ca_topic_score_gemma":0.5800343,"domain_scores_codex":[0.9633273,0.00969724,0.007479731,0.003139077,0.01435516,0.002001446],"domain_scores_gemma":[0.8609985,0.0582033,0.01363157,0.01069629,0.05477474,0.001695536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005450171,0.000222956,0.8768618,0.00176003,0.0005978192,0.001031204,0.03045345,0.0006952312,0.008582823,0.0007490267,0.002442793,0.07605783],"study_design_scores_gemma":[0.00005033409,0.0002851626,0.9735035,0.0005156275,0.000234108,0.000557521,0.005188333,0.0005934548,0.003147306,0.0001090366,0.01576938,0.00004619091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568157,0.005895942,0.01405212,0.00140651,0.0004669472,0.002782233,0.005173169,0.0001423298,0.01326507],"genre_scores_gemma":[0.9716207,0.00196501,0.01535012,0.0004717399,0.0000682375,0.002228353,0.004064392,0.00008505733,0.004146301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.50822,"threshold_uncertainty_score":0.9893525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602349048696588,"score_gpt":0.2766698532449051,"score_spread":0.2606463627579392,"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."}}