{"id":"W4386054985","doi":"10.1522/rhe.v7i2.1314","title":"La causerie à la maternelle 4 ans : une activité toute désignée pour soutenir le développement du langage oral","year":2023,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002330436,0.0002976768,0.0003547606,0.0002193999,0.0002269257,0.000150091,0.0003467608,0.0003026209,0.001073562],"category_scores_gemma":[0.0004173634,0.0003583948,0.0001759689,0.0007430612,0.000214118,0.000244846,0.0001585131,0.0005809792,0.005140858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861395,"about_ca_system_score_gemma":0.0008182428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009243204,"about_ca_topic_score_gemma":0.001988752,"domain_scores_codex":[0.995905,0.001894794,0.0004527059,0.0006660475,0.0002524339,0.0008290383],"domain_scores_gemma":[0.9978701,0.0008806881,0.0001395129,0.0007280104,0.0001162956,0.0002653261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002388785,0.00229031,0.2056718,0.00137997,0.0003197339,0.001629353,0.09463183,0.0002825091,0.01047424,0.009138676,0.6391841,0.03475857],"study_design_scores_gemma":[0.001580856,0.0001546415,0.6250933,0.0002692034,0.0001293855,0.0005600216,0.1020303,0.00136926,0.003826411,0.006994286,0.2573112,0.0006811812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164378,0.0002772301,0.0007887976,0.06178313,0.001515525,0.0004930434,0.0001323266,0.0002036989,0.01836847],"genre_scores_gemma":[0.9124749,0.0003318643,0.0003407937,0.0003742136,0.0004979434,0.0002274435,0.0004686675,0.00008015965,0.08520399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194215,"threshold_uncertainty_score":0.9998868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148972475091654,"score_gpt":0.3980551462036329,"score_spread":0.2490826711119789,"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."}}