{"id":"W4206658266","doi":"10.3917/cerpsy.100.0068","title":"Chacun peut entraîner ses neurones des maths","year":2018,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Réseau Technoscience","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690553,0.0006788779,0.0003478701,0.0002596173,0.0006677827,0.001397887,0.0004176652,0.001256504,0.01152148],"category_scores_gemma":[0.00154361,0.0002698072,0.000682961,0.0001965673,0.0005278614,0.0009440185,0.000592493,0.001187919,0.002805172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067437,"about_ca_system_score_gemma":0.0005786976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008328198,"about_ca_topic_score_gemma":0.007765432,"domain_scores_codex":[0.9998496,0.00002267252,0.000003785387,0.00003978765,0.00004523566,0.0000388023],"domain_scores_gemma":[0.9996802,0.000113945,0.00002698321,0.00003068006,0.00007641952,0.00007187828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008499936,0.0003226597,0.0168339,0.0004261525,0.0003304112,0.001660375,0.001505305,0.02440748,0.6189285,0.0489044,0.008057008,0.2777738],"study_design_scores_gemma":[0.0003810916,0.00125179,0.09425791,0.0002532545,0.0003724078,0.003396234,0.002784665,0.2792446,0.4855121,0.04921588,0.08313061,0.0001996373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.740727,0.001836904,0.1577928,0.003472699,0.001563705,0.0001173685,0.0004255006,0.002334418,0.09172969],"genre_scores_gemma":[0.9106489,0.0006951828,0.01884346,0.0005065883,0.0001133946,0.00005831359,0.0001300882,0.0001544509,0.06884962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01152148,"threshold_uncertainty_score":0.03854322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07922582752324382,"score_gpt":0.4057370561366856,"score_spread":0.3265112286134418,"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."}}