{"id":"W2885350805","doi":"10.7202/1048909ar","title":"Mesurer les compétences transversales des étudiants : apports et limites d’une grille d’autoévaluation","year":2018,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02819245,0.0006593076,0.0005963336,0.003227819,0.003884595,0.008972954,0.001008312,0.00139608,0.004756563],"category_scores_gemma":[0.05247551,0.0004466492,0.0005115326,0.001518314,0.01006939,0.008420451,0.01033009,0.002831373,0.0006384663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005123248,"about_ca_system_score_gemma":0.01010894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008288532,"about_ca_topic_score_gemma":0.01014895,"domain_scores_codex":[0.972392,0.01722759,0.001307044,0.001619143,0.004926447,0.002527716],"domain_scores_gemma":[0.9482862,0.02532763,0.005128677,0.00325626,0.01204865,0.005952581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000144613,0.0001702039,0.05293195,0.0005282443,0.00005601153,0.0006693634,0.7354423,0.0002947831,0.002925711,0.08122051,0.001449654,0.1241666],"study_design_scores_gemma":[0.00002773275,0.0003811896,0.0859744,0.001258812,0.00005159662,0.001042458,0.7772224,0.0009424253,0.003183177,0.04519171,0.08457482,0.0001493146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785623,0.003145117,0.02656268,0.007715754,0.000152522,0.0002318074,0.00007664066,0.00008369511,0.08346952],"genre_scores_gemma":[0.9883789,0.0005500969,0.004461328,0.0002274593,0.00002085126,0.0001307062,0.00004216455,0.00002459584,0.006163967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819245,"threshold_uncertainty_score":0.1490977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3588145387420716,"score_gpt":0.493345523282254,"score_spread":0.1345309845401824,"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."}}