{"id":"W2801252605","doi":"","title":"Etude multimodale de l'effet de l'entrainement graphomoteur chez des enfants d'âge préscolaire","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Art; 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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01916935,0.0005515163,0.0005712578,0.0001963983,0.003562405,0.001238006,0.002411725,0.000649173,0.0004899802],"category_scores_gemma":[0.005746834,0.0006721469,0.0004333442,0.0003915509,0.001660931,0.0003060573,0.0008212632,0.001027726,0.00009809447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009821443,"about_ca_system_score_gemma":0.001883328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04936624,"about_ca_topic_score_gemma":0.0460057,"domain_scores_codex":[0.9848388,0.01128511,0.0007503991,0.001101251,0.0007581153,0.001266278],"domain_scores_gemma":[0.992725,0.00155733,0.0010585,0.00205492,0.001938344,0.0006659342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002926367,0.002890424,0.1333143,0.0008020772,0.0002805634,0.0000199882,0.4198154,0.000100101,0.004660184,0.1456345,0.002788106,0.2896651],"study_design_scores_gemma":[0.003989015,0.000006540184,0.6133908,0.02977971,0.0007794918,0.00008544976,0.03152659,0.02571455,0.07685253,0.06328417,0.1507837,0.003807482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291064,0.001991044,0.01520827,0.0323562,0.0007111831,0.0008571118,0.0001141346,0.0003310771,0.1193246],"genre_scores_gemma":[0.9092057,0.003233848,0.04867518,0.000163377,0.000205305,0.0001847527,0.0002540572,0.00007498763,0.03800274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4800765,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147458256477778,"score_gpt":0.2899773510725748,"score_spread":0.268502768507797,"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."}}