{"id":"W1591166134","doi":"10.7202/1024538ar","title":"Exploration et classification de livres à compter : interactions et complémentarités entre apprentissages littéraires et mathématiques","year":2014,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; 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":[0.006279756,0.0005255751,0.0005172465,0.004438859,0.003508535,0.006279735,0.0009920426,0.0008245658,0.006312417],"category_scores_gemma":[0.03713157,0.000331058,0.0004818217,0.003963458,0.005496579,0.005940686,0.005303698,0.001591937,0.0006896014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799598,"about_ca_system_score_gemma":0.003815676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007930532,"about_ca_topic_score_gemma":0.01501581,"domain_scores_codex":[0.9925195,0.003837412,0.0004845997,0.0007616724,0.001926159,0.0004705537],"domain_scores_gemma":[0.9661703,0.01864692,0.006182698,0.002432699,0.004887466,0.001679937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001937873,0.0001326204,0.2296806,0.0007927503,0.00008620311,0.0006580757,0.5235649,0.0004069612,0.003228969,0.06544465,0.001596479,0.174214],"study_design_scores_gemma":[0.00001614823,0.0001744613,0.2991841,0.0009113662,0.00007723467,0.001284111,0.5643663,0.001841526,0.00232427,0.04217542,0.08753478,0.0001102981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402649,0.001503779,0.01860978,0.001435259,0.00005872635,0.0001094283,0.0001800029,0.00007827831,0.03775992],"genre_scores_gemma":[0.9829028,0.0005073859,0.01031894,0.0001061955,0.00002340528,0.00009072228,0.0002339422,0.00005320902,0.005763264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007930532,"threshold_uncertainty_score":0.03321087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3574820284279664,"score_gpt":0.4404166927804121,"score_spread":0.08293466435244568,"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."}}