{"id":"W4388001918","doi":"10.4000/lidil.12285","title":"Étude d’impact de l’ANL sur les compétences orales et écrites en français langue seconde auprès d’élèves allophones en collège","year":2023,"lang":"fr","type":"article","venue":"Lidil","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.006561231,0.0005786866,0.0006352814,0.0008760064,0.001515332,0.001594878,0.0006238819,0.000452375,0.004834876],"category_scores_gemma":[0.0120855,0.0003045782,0.0006885296,0.0005686379,0.001050608,0.0007608091,0.001448259,0.0008486576,0.0006910435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188914,"about_ca_system_score_gemma":0.004255456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09166163,"about_ca_topic_score_gemma":0.157082,"domain_scores_codex":[0.9957676,0.001522363,0.0002487438,0.0006303145,0.001346809,0.0004841865],"domain_scores_gemma":[0.9874051,0.003966188,0.001337973,0.0005550139,0.005383003,0.001352675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002047621,0.003549668,0.6234564,0.001135154,0.0003837416,0.0004495877,0.1511677,0.000305669,0.009944989,0.0004759351,0.001873564,0.2052099],"study_design_scores_gemma":[0.00006137333,0.001720152,0.9531634,0.0002019109,0.0002137277,0.00006652832,0.03736261,0.0003442356,0.001914393,0.0001026601,0.004802652,0.00004639768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974284,0.0001476747,0.0001755084,0.00008229241,0.00001763368,0.00008333609,0.00006788001,0.000005349732,0.001992011],"genre_scores_gemma":[0.9924198,0.000289799,0.0008681588,0.00009163871,0.00001366182,0.0003885826,0.0001489231,0.00000794498,0.005771517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09166163,"threshold_uncertainty_score":0.1822562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115336739915727,"score_gpt":0.3435810072626993,"score_spread":0.302427639863542,"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."}}