{"id":"W2888872744","doi":"10.3917/lf.199.0051","title":"Apprendre à lire-écrire en français","year":2018,"lang":"fr","type":"article","venue":"Langue française","topic":"Reading and Literacy Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; University of Ottawa","funders":"","keywords":"Humanities; Psychology; Linguistics; Philosophy; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005345694,0.0005039831,0.0005352837,0.0002153158,0.0002956,0.00009122018,0.000600712,0.0006657334,0.03991359],"category_scores_gemma":[0.0001091552,0.0005057089,0.000229067,0.0004994266,0.0004644428,0.0001894904,0.0001449902,0.0006127115,0.05127789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005955083,"about_ca_system_score_gemma":0.00007021758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262159,"about_ca_topic_score_gemma":0.0005949619,"domain_scores_codex":[0.9967377,0.0004172454,0.0006009995,0.0008315042,0.0003565188,0.001055988],"domain_scores_gemma":[0.9980536,0.0002490345,0.0001392771,0.001021879,0.0001607903,0.0003754392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001145386,0.0004215784,0.009335912,0.0001572192,0.0002604086,0.0003362795,0.1822286,0.00000250847,0.0002126572,0.004151703,0.5245605,0.2782182],"study_design_scores_gemma":[0.001356846,0.0002228832,0.03267358,0.0004081548,0.0000910169,0.0001502822,0.001240717,0.0001224898,0.0003875166,0.0001741621,0.9625717,0.0006006362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2878367,0.03098121,0.0009379202,0.008676694,0.02075412,0.0005508573,0.000267599,0.0004239972,0.6495709],"genre_scores_gemma":[0.7126369,0.0000954264,0.00190848,0.001489543,0.005098392,0.00005829303,0.00008595953,0.0001025137,0.2785245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4380113,"threshold_uncertainty_score":0.9997395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222795045017403,"score_gpt":0.2870051897737246,"score_spread":0.2747772393235506,"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."}}