{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00810819,0.001612374,0.001003917,0.002902337,0.005451123,0.01178766,0.001409788,0.005024131,0.01514944],"category_scores_gemma":[0.02408646,0.0004675364,0.001148381,0.003236454,0.007142823,0.007141048,0.004469869,0.005617242,0.002065464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007499145,"about_ca_system_score_gemma":0.006773796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188077,"about_ca_topic_score_gemma":0.01384205,"domain_scores_codex":[0.9842173,0.01040197,0.0004044174,0.001404462,0.002950533,0.0006212816],"domain_scores_gemma":[0.9799017,0.01454765,0.0005815868,0.001771048,0.002454439,0.0007434801],"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":[0.000422435,0.0008254273,0.005438552,0.0006090756,0.0001241875,0.001002895,0.05805104,0.006815311,0.003868381,0.5603627,0.0100323,0.3524477],"study_design_scores_gemma":[0.0003136632,0.000617118,0.02072147,0.001002583,0.00017281,0.00143775,0.05653946,0.03342464,0.01594136,0.1982249,0.6713614,0.0002429573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4330825,0.01146884,0.213949,0.01775278,0.001238974,0.0004578676,0.0002921453,0.0007666169,0.3209913],"genre_scores_gemma":[0.8559594,0.003812588,0.04765105,0.0006274218,0.0004630923,0.0005699306,0.0002215823,0.0002339222,0.09046117],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02188077,"threshold_uncertainty_score":0.05441034,"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."}}