{"id":"W3092142588","doi":"10.4000/alsic.4587","title":"Apport du portfolio numérique d'apprentissage et de la vidéo pour l'autoévaluation de la compétence en production orale d'élèves du secondaire en classe de français, langue d'enseignement","year":2020,"lang":"fr","type":"article","venue":"Alsic","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Saint-Vincent Hospital; Royal Society of Canada; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007357281,0.0002716898,0.0002806952,0.00008484456,0.0004181092,0.000243481,0.0003895479,0.0003818446,0.001220121],"category_scores_gemma":[0.002866728,0.000317733,0.0001201397,0.0005604035,0.0004468977,0.001070921,0.00009868483,0.0006695136,0.0001441265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009120174,"about_ca_system_score_gemma":0.002166032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984333,"about_ca_topic_score_gemma":0.0005538842,"domain_scores_codex":[0.9906937,0.007278,0.0004193678,0.000589262,0.0005040702,0.0005156016],"domain_scores_gemma":[0.9975378,0.001297304,0.0004520573,0.0002576061,0.000192501,0.0002627643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005944092,0.0009972764,0.193515,0.0002207481,0.0001958443,0.00007575785,0.6568073,0.001616476,0.01940145,0.0166687,0.06476144,0.04568053],"study_design_scores_gemma":[0.000644592,0.0001810028,0.6864414,0.0001902764,0.0002397574,0.0002060186,0.09753267,0.004298353,0.007254746,0.01460917,0.187755,0.0006471049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857458,0.001143203,0.01015363,0.04501143,0.001104646,0.0006518799,0.00001248905,0.0001519344,0.05602504],"genre_scores_gemma":[0.983512,0.001944651,0.009135718,0.001239352,0.002226255,0.0001463565,0.0000417524,0.00004994197,0.001703937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592746,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759133912531197,"score_gpt":0.3428384151195201,"score_spread":0.3252470759942081,"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."}}