{"id":"W2917236431","doi":"10.7202/1055897ar","title":"Un regard didactique sur les évaluations du PISA et de la TIMSS : mieux les comprendre pour mieux les exploiter","year":2019,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","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":[0.06004392,0.0008408541,0.0008311535,0.007423259,0.004613067,0.01659468,0.001116154,0.001705791,0.005905017],"category_scores_gemma":[0.1092626,0.0005057236,0.0006755666,0.006990314,0.01413869,0.01444579,0.008562066,0.003654886,0.0007345235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080815,"about_ca_system_score_gemma":0.01144406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420928,"about_ca_topic_score_gemma":0.02007837,"domain_scores_codex":[0.9343243,0.04673727,0.002642721,0.00223954,0.0122894,0.001766919],"domain_scores_gemma":[0.9086828,0.05613983,0.006572323,0.004243083,0.02204763,0.002314377],"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":[0.0005669522,0.0001296563,0.04931325,0.001925368,0.0002034011,0.0002499716,0.3599487,0.0005634809,0.002199697,0.3628718,0.007338922,0.2146889],"study_design_scores_gemma":[0.00007608085,0.000779235,0.1362506,0.005962538,0.000327224,0.0003726403,0.4569074,0.001749659,0.003972081,0.1169953,0.276338,0.0002693139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5005515,0.02234793,0.0820054,0.08167813,0.002225521,0.000976606,0.0008590225,0.000188999,0.309167],"genre_scores_gemma":[0.9683888,0.003276462,0.01309697,0.00192211,0.0002871797,0.001136127,0.0001450681,0.00008834963,0.011659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06004392,"threshold_uncertainty_score":0.3175464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08589218988061256,"score_gpt":0.4037520238711524,"score_spread":0.3178598339905399,"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."}}