{"id":"W4205180767","doi":"10.3917/cerpsy.122.0030","title":"Pourquoi jouer est indispensable ?","year":2020,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science","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":[0.01968275,0.000991563,0.001592308,0.001035332,0.008419834,0.009644582,0.002005331,0.01533282,0.03727287],"category_scores_gemma":[0.06370404,0.000360993,0.00084631,0.0008546591,0.01616813,0.01832009,0.004971363,0.01747483,0.01255426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003733875,"about_ca_system_score_gemma":0.01032109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01786958,"about_ca_topic_score_gemma":0.02397428,"domain_scores_codex":[0.9878116,0.006506435,0.0003863796,0.001171564,0.002402318,0.001721696],"domain_scores_gemma":[0.9555662,0.01452199,0.001618715,0.002944823,0.01722585,0.0081225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000186732,0.0001328108,0.002720182,0.0004679709,0.00009587303,0.0004947215,0.007372661,0.0001232614,0.0007163387,0.2006807,0.6993569,0.08765181],"study_design_scores_gemma":[0.00003822036,0.00005686216,0.001582629,0.001128303,0.00004154158,0.0007231909,0.01519896,0.0001576209,0.0002443735,0.0607654,0.9199772,0.00008561703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001681044,0.01669711,0.0008951341,0.9359047,0.02955694,0.00000683918,0.00004289593,0.00009907036,0.01511639],"genre_scores_gemma":[0.1339085,0.02582658,0.006326365,0.6529673,0.05325936,0.0001090064,0.0001425034,0.0004840442,0.1269764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03727287,"threshold_uncertainty_score":0.1246902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3347246095705693,"score_gpt":0.4841910612659871,"score_spread":0.1494664516954178,"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."}}