{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1005277,0.0009506435,0.001514308,0.004715106,0.00330574,0.0206275,0.002355588,0.002797747,0.01453032],"category_scores_gemma":[0.227823,0.0006123751,0.001095865,0.004588239,0.0167356,0.01861021,0.009754953,0.004145972,0.00154324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085471,"about_ca_system_score_gemma":0.01666545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008856049,"about_ca_topic_score_gemma":0.01193627,"domain_scores_codex":[0.881519,0.08813037,0.0049859,0.003276153,0.02027985,0.00180867],"domain_scores_gemma":[0.8100842,0.1324332,0.01259298,0.01022581,0.03112242,0.003541379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001178598,0.0003113944,0.02343555,0.006156541,0.0003823565,0.0001949787,0.08203823,0.00063055,0.001395514,0.3066819,0.01301911,0.5645753],"study_design_scores_gemma":[0.0002632501,0.001775196,0.06291246,0.03119015,0.0008155155,0.0006555955,0.1649843,0.002374895,0.008372271,0.2602446,0.4659253,0.0004863955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1797669,0.1154334,0.08364151,0.1829878,0.008175241,0.001873679,0.0009757956,0.0004689039,0.4266768],"genre_scores_gemma":[0.8654615,0.03168679,0.04651015,0.01020559,0.001511883,0.002281985,0.0002255667,0.0003569337,0.04175957],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1005277,"threshold_uncertainty_score":0.5316474,"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."}}