{"id":"W2892518919","doi":"10.7202/1050971ar","title":"Journal du Nombre, moyen et outil pour la conceptualisation des connaissances mathématiques 1","year":2018,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":[0.004280533,0.0006947327,0.0006797272,0.003257414,0.004454212,0.01213731,0.00129039,0.00233338,0.01227436],"category_scores_gemma":[0.01632826,0.000530372,0.0006204871,0.004227597,0.02161258,0.01611259,0.003560467,0.004709693,0.001451622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005281074,"about_ca_system_score_gemma":0.003882779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004838012,"about_ca_topic_score_gemma":0.004687416,"domain_scores_codex":[0.9934748,0.00441148,0.0002640777,0.0007093041,0.000933433,0.0002068459],"domain_scores_gemma":[0.9866658,0.009654728,0.0008553309,0.001128153,0.001124485,0.0005715081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001870918,0.00001740855,0.001549048,0.0001458062,0.000007890138,0.00005983751,0.02196059,0.0001437338,0.000203352,0.9622192,0.002185821,0.01148852],"study_design_scores_gemma":[0.00001657561,0.00005986998,0.005610732,0.0005758669,0.0000269851,0.0003976778,0.02559178,0.001541617,0.0004427794,0.6047194,0.3609754,0.00004137552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.112669,0.03348217,0.1983003,0.05212611,0.003416968,0.0002177102,0.0004895402,0.0003749408,0.5989233],"genre_scores_gemma":[0.8842686,0.0128736,0.05042824,0.001801823,0.001130894,0.000497922,0.0003112296,0.0003634955,0.04832422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01227436,"threshold_uncertainty_score":0.04106182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7169133940713105,"score_gpt":0.5546120406008699,"score_spread":0.1623013534704406,"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."}}