{"id":"W4413732389","doi":"10.64628/aap.6jet9pnvv","title":"Allez jouer dehors, dans la neige ! Eh oui! C'est ainsi que se développent les enfants","year":2019,"lang":"fr","type":"preprint","venue":"","topic":"Child Therapy and Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001614936,0.001429975,0.001426949,0.0003168166,0.0003508312,0.0002507856,0.001411324,0.002181953,0.02078544],"category_scores_gemma":[0.00005989554,0.001342998,0.0006644764,0.0002583972,0.0003996756,0.0001300905,0.001297784,0.002311669,0.0101596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000670957,"about_ca_system_score_gemma":0.001043597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006558581,"about_ca_topic_score_gemma":0.007245602,"domain_scores_codex":[0.9927282,0.001413842,0.00156627,0.002181362,0.0006935505,0.001416796],"domain_scores_gemma":[0.9958735,0.0005990466,0.0005897192,0.002216099,0.0001908485,0.000530846],"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":[0.001669177,0.004816349,0.1393756,0.0006289248,0.005800826,0.00113758,0.1095853,0.001411847,0.0008746513,0.4299386,0.1427948,0.1619664],"study_design_scores_gemma":[0.002617597,0.0001391961,0.2382077,0.0004459429,0.0001082377,0.0003105022,0.002597304,0.0000635055,0.0005487876,0.00388469,0.7495115,0.001564992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2562121,0.002790786,0.008726711,0.008592337,0.008508866,0.001870685,0.0001684065,0.0002790485,0.7128511],"genre_scores_gemma":[0.598132,0.009191046,0.007605225,0.005559321,0.001087292,0.0002552271,0.0006216668,0.0003245305,0.3772238],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6067168,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372937611391607,"score_gpt":0.333271870897248,"score_spread":0.2995424947833319,"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."}}