{"id":"W4214622438","doi":"10.52358/mm.vi9.277","title":"Évaluation des apprentissages et numérique : où en est-on?","year":2022,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009317644,0.0003267019,0.0003018564,0.0004282694,0.004705509,0.0002090352,0.0004947539,0.0002281527,0.005369155],"category_scores_gemma":[0.003827098,0.0004374003,0.0002288849,0.001657951,0.001039152,0.0008166909,0.0001245859,0.0008482753,0.0003362773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017225,"about_ca_system_score_gemma":0.002471052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596136,"about_ca_topic_score_gemma":0.001278459,"domain_scores_codex":[0.9886956,0.008402701,0.0006976255,0.000613193,0.0009288443,0.0006621001],"domain_scores_gemma":[0.9905623,0.007995856,0.0004268438,0.0004397391,0.0003582175,0.0002170514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002674266,0.0006845586,0.009858239,0.00001914781,0.00009597182,7.37665e-7,0.2088141,0.03714496,0.00001438111,0.7146904,0.01092719,0.01774764],"study_design_scores_gemma":[0.0007937913,0.0002389506,0.2299454,0.00005779294,0.0001338229,0.0000104999,0.2264227,0.002514349,0.000008319842,0.1077742,0.431406,0.0006942332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3546704,0.004838245,0.02165536,0.2797649,0.01386911,0.002514704,0.002014293,0.0005807814,0.3200922],"genre_scores_gemma":[0.9168352,0.002926228,0.01456421,0.003578844,0.001934961,0.001862159,0.00156044,0.00007102525,0.05666696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6069162,"threshold_uncertainty_score":0.9998078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946830434357348,"score_gpt":0.4386498733400497,"score_spread":0.243966829904315,"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."}}