{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.04374943,0.000424792,0.0004225949,0.0002358074,0.001746009,0.0002020973,0.0003505633,0.0005434862,0.001693852],"category_scores_gemma":[0.004151864,0.0004639788,0.0002033025,0.001351476,0.002897114,0.001900906,0.00002838802,0.0003959173,0.0003291068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262525,"about_ca_system_score_gemma":0.003072781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544631,"about_ca_topic_score_gemma":0.01086143,"domain_scores_codex":[0.9820583,0.01461658,0.0008861092,0.0007732388,0.00105586,0.0006099415],"domain_scores_gemma":[0.9929285,0.004108872,0.0006466372,0.0003208223,0.001810726,0.000184411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002313413,0.0006010248,0.03844997,0.0001029455,0.0001753266,4.054285e-7,0.8076166,0.0002319375,0.0002142068,0.0894167,0.01218389,0.05098388],"study_design_scores_gemma":[0.0006348825,0.0003432514,0.6805103,0.0003331728,0.0003436288,0.000008457041,0.235918,0.001428287,0.0001442997,0.04217109,0.03753775,0.0006268679],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7731577,0.003382773,0.01496089,0.1674358,0.01148112,0.001082923,0.00006004963,0.0002200927,0.02821869],"genre_scores_gemma":[0.9754419,0.00426192,0.01076417,0.0006515222,0.004111032,0.0001576231,0.0008108635,0.00005326913,0.003747727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6420603,"threshold_uncertainty_score":0.9998164,"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."}}