{"id":"W2800441929","doi":"10.7202/1079024ar","title":"Copie de mots, connaissance des lettres et conscience phonémique : une étude longitudinale chez des enfants de 5 ans","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002930706,0.0002895527,0.0003284202,0.00009650947,0.001340097,0.0003953671,0.0003844252,0.0002594192,0.001252104],"category_scores_gemma":[0.002429519,0.0003624099,0.0001305724,0.001710828,0.002339184,0.0007183139,0.00005492073,0.0004474242,0.0001737841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009591047,"about_ca_system_score_gemma":0.005516124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03124185,"about_ca_topic_score_gemma":0.06671774,"domain_scores_codex":[0.9963271,0.001224897,0.0004465112,0.0006423176,0.0004180128,0.000941175],"domain_scores_gemma":[0.99744,0.0008886165,0.0002733443,0.0003623413,0.000664847,0.0003708824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002863107,0.001924436,0.2660143,0.0008579438,0.0001027312,0.00006622577,0.5790858,0.0007740631,0.01954723,0.04241801,0.03918443,0.04999616],"study_design_scores_gemma":[0.001133776,0.0001252652,0.6974298,0.002962332,0.0001253129,0.0002056896,0.1419786,0.0003767884,0.04905556,0.03815234,0.06733214,0.001122364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047998,0.01849922,0.003526595,0.02489069,0.002741368,0.0002171462,0.00005012289,0.000138198,0.0451369],"genre_scores_gemma":[0.9698207,0.006553981,0.006548945,0.002608433,0.000773747,0.00008105544,0.0000366947,0.0000384719,0.01353794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4371072,"threshold_uncertainty_score":0.99996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695040581454595,"score_gpt":0.3531485892682343,"score_spread":0.3061981834536884,"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."}}