{"id":"W1585120135","doi":"10.7202/1022722ar","title":"Dervin, F. et Fracchiolla, B. (dir.) (2012). Anthropologies, interculturalité et enseignement-apprentissage des langues. Berne, Suisse : Peter Lang éditeur","year":2012,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sociology; Philosophy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002010539,0.0003194694,0.0002884938,0.0001916902,0.0009897109,0.000651193,0.0008113849,0.0001446565,0.0009651214],"category_scores_gemma":[0.001070502,0.0002825537,0.0001325463,0.000902815,0.00144163,0.001989999,0.0004729367,0.0002322427,0.0002122097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005750115,"about_ca_system_score_gemma":0.0001979782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533078,"about_ca_topic_score_gemma":0.002522829,"domain_scores_codex":[0.9970431,0.0005857575,0.000428806,0.0005832975,0.0003516491,0.00100744],"domain_scores_gemma":[0.9983772,0.0003318631,0.0002826265,0.0004762881,0.0003042646,0.0002277398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001878686,0.001177693,0.03202052,0.0012357,0.0001740684,0.00008128821,0.5435923,0.0003009758,0.002103431,0.1931761,0.103809,0.1223101],"study_design_scores_gemma":[0.001364522,0.001432559,0.5424838,0.004120909,0.000543147,0.002755488,0.120129,0.02109865,0.002943862,0.02831292,0.2715888,0.003226387],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4735742,0.3585415,0.1022403,0.007848777,0.01377042,0.0006830797,0.00007853735,0.0003767983,0.04288635],"genre_scores_gemma":[0.9209056,0.003724579,0.06047168,0.001793236,0.001372924,0.00004338272,0.0000663864,0.00002322131,0.01159897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5104632,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2361345675310165,"score_gpt":0.4057024951910709,"score_spread":0.1695679276600545,"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."}}