{"id":"W635708723","doi":"","title":"Instruction, socialisation et approches interculturelles : des rapports complexes","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Sociology; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01712915,0.0005767054,0.0006445211,0.0002125192,0.001647321,0.001004075,0.001504138,0.0007580772,0.00173186],"category_scores_gemma":[0.006227289,0.0006244715,0.0003991225,0.0008486082,0.003200831,0.0006289677,0.0009889759,0.001282318,0.0002041695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804635,"about_ca_system_score_gemma":0.0006431182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03703372,"about_ca_topic_score_gemma":0.02000954,"domain_scores_codex":[0.9599786,0.0365861,0.0008877718,0.001081107,0.000801732,0.0006647258],"domain_scores_gemma":[0.9909215,0.002677435,0.001216209,0.001354413,0.003482045,0.0003484008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000465663,0.0003164987,0.002272776,0.0001832392,0.0001185222,0.000002195488,0.2335578,0.0001217166,0.001967461,0.5312174,0.002052226,0.2281855],"study_design_scores_gemma":[0.001329181,0.000002262943,0.03744991,0.006286115,0.0003126737,0.00004391979,0.02918786,0.0068281,0.02439984,0.2383886,0.6534539,0.002317596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4748842,0.005441117,0.2527561,0.03122615,0.001432898,0.001168378,0.00004628951,0.0006437784,0.2324011],"genre_scores_gemma":[0.566198,0.002558878,0.3581148,0.0002883442,0.0002157448,0.0002040747,0.0007126129,0.00009523952,0.07161231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514017,"threshold_uncertainty_score":0.9996524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323829851067368,"score_gpt":0.2857023739967668,"score_spread":0.2524640754860932,"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."}}