{"id":"W6986728012","doi":"","title":"Quelles relations entre les compétences lectorales des élèves et les pratiques de leurs enseignants ?","year":2024,"lang":"fr","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Context (archaeology); Work (physics); State (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01487048,0.000240547,0.0005710941,0.003640912,0.00305656,0.0080303,0.0007604622,0.001132204,0.01201856],"category_scores_gemma":[0.0411606,0.0002390182,0.0004127062,0.003840602,0.004498719,0.005328413,0.004275403,0.002912873,0.001513673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008535255,"about_ca_system_score_gemma":0.01282499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1443166,"about_ca_topic_score_gemma":0.2200039,"domain_scores_codex":[0.9885324,0.004748248,0.0004517614,0.001307398,0.003022073,0.00193808],"domain_scores_gemma":[0.9554652,0.02235151,0.005994861,0.001263135,0.008425223,0.006500053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213309,0.0001652102,0.4158059,0.0006680753,0.00014653,0.0004549552,0.3809055,0.0002002006,0.0006424538,0.05237821,0.00954562,0.1389661],"study_design_scores_gemma":[0.000009835518,0.00007346296,0.7059794,0.0007629293,0.00004201307,0.0001551155,0.2148512,0.0001458802,0.0002593441,0.005287069,0.07237776,0.00005608442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702822,0.005531939,0.002615706,0.02883347,0.0002418492,0.00006061265,0.0006740148,0.00003847707,0.09172185],"genre_scores_gemma":[0.9862823,0.001747538,0.0008065234,0.001384421,0.00008745778,0.00005442898,0.0002102161,0.00002438904,0.009402621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443166,"threshold_uncertainty_score":0.2869531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122156887649681,"score_gpt":0.2907477746693653,"score_spread":0.2395262057928685,"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."}}