{"id":"W2915704712","doi":"10.7202/1055898ar","title":"Et si la validation était plus qu’une suite de procédures techniques ?","year":2019,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Physics; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4118213,0.002909045,0.003850916,0.008015592,0.005922588,0.01856373,0.005351549,0.006058332,0.005133573],"category_scores_gemma":[0.5309756,0.001854858,0.003797768,0.007416267,0.02865374,0.02270367,0.008086073,0.01048075,0.003141772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008061038,"about_ca_system_score_gemma":0.02685992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454544,"about_ca_topic_score_gemma":0.007007272,"domain_scores_codex":[0.4570781,0.4441608,0.02180945,0.02289847,0.05111023,0.002942838],"domain_scores_gemma":[0.3780776,0.4375785,0.0211518,0.09710554,0.06410319,0.001983374],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004327221,0.0003872963,0.01340318,0.006986352,0.001670166,0.0003280894,0.0345528,0.002030928,0.002918381,0.5072932,0.01144734,0.4185496],"study_design_scores_gemma":[0.0004681406,0.001612155,0.0177621,0.0194133,0.001165832,0.001208426,0.02381786,0.008735086,0.01035329,0.6685408,0.2462879,0.0006350921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01818565,0.01519691,0.8745622,0.04117423,0.003468295,0.002989476,0.0004045905,0.0007268426,0.04329176],"genre_scores_gemma":[0.2352632,0.009094978,0.7237871,0.01348477,0.001524892,0.008446133,0.0004905451,0.0005832146,0.007325178],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5881787,"threshold_uncertainty_score":0.725329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443381996319608,"score_gpt":0.5195502806199485,"score_spread":0.3752120809879876,"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."}}