{"id":"W2804830977","doi":"10.20360/langandlit29128","title":"Affichages et outils individuels d’élèves pour la lecture : types et usages dans trois classes de première année d’école élémentaire française","year":2018,"lang":"fr","type":"article","venue":"Language and Literacy","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001968787,0.0004278774,0.0004461698,0.0001406578,0.0005187377,0.0006389577,0.0003839999,0.0004697404,0.001624303],"category_scores_gemma":[0.001070603,0.0003895541,0.0001529271,0.0005126657,0.0009046514,0.0009355064,0.0001817307,0.0007514635,0.00007200654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008537999,"about_ca_system_score_gemma":0.0002869272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006726,"about_ca_topic_score_gemma":0.005151568,"domain_scores_codex":[0.9946237,0.003213866,0.0003391718,0.0006218182,0.0004108437,0.0007905817],"domain_scores_gemma":[0.9975072,0.001452302,0.0002219241,0.0004017986,0.0001163497,0.0003004301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002633652,0.0001804518,0.06375176,0.0001479625,0.000104102,0.0003012949,0.6487086,0.00001782812,0.003727256,0.003042378,0.001876599,0.2781154],"study_design_scores_gemma":[0.00137089,0.0005210545,0.1116522,0.001287628,0.0003899043,0.0001536773,0.1413558,0.0005139099,0.00762609,0.001952561,0.7319108,0.001265354],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125186,0.05280511,0.002444591,0.008605253,0.0004971196,0.0003159984,0.0001399769,0.0001897482,0.02248363],"genre_scores_gemma":[0.9234629,0.0007674083,0.01941622,0.001994616,0.001207275,0.00002535215,0.00004184266,0.00005984453,0.05302453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7300342,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251896039824565,"score_gpt":0.3343222138359575,"score_spread":0.3218032534377119,"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."}}