{"id":"W4399038727","doi":"10.4000/11qat","title":"Chiss J.-L. (dir.) (2021). Le FLE et la francophonie dans le monde. Paris : Armand Colin, collection U","year":2024,"lang":"fr","type":"article","venue":"Recherches en didactique des langues et des cultures","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Art; 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"],"consensus_categories":[],"category_scores_codex":[0.002450383,0.0004998285,0.0005493025,0.00007408995,0.001402974,0.0006769806,0.0003426893,0.0009502029,0.000186009],"category_scores_gemma":[0.001515078,0.0004175888,0.0003628042,0.0009073669,0.00164565,0.0005970814,0.0001369521,0.001256856,0.000126278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009723898,"about_ca_system_score_gemma":0.0006980723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08307901,"about_ca_topic_score_gemma":0.02995279,"domain_scores_codex":[0.9949352,0.002908882,0.0004157884,0.000642258,0.0004163704,0.0006815325],"domain_scores_gemma":[0.9975274,0.001601191,0.0001227204,0.0002012548,0.000316533,0.0002308866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006176854,0.000404299,0.002299603,0.0006953194,0.000892884,0.0001932959,0.8398336,0.0001381874,0.003024792,0.06466094,0.06436907,0.02342621],"study_design_scores_gemma":[0.0004382381,0.0001299101,0.01410176,0.0008653718,0.0002341217,0.00004916916,0.1079207,0.0001729829,0.005203482,0.04017208,0.8298821,0.0008300315],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2937784,0.299597,0.001677692,0.007739509,0.002624959,0.0007778889,0.0001347969,0.0006809164,0.3929889],"genre_scores_gemma":[0.6028475,0.1125523,0.003696315,0.0003257253,0.001466818,0.0001463109,0.00007151932,0.0000809846,0.2788126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7655131,"threshold_uncertainty_score":0.9998971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279153152839046,"score_gpt":0.3723150062716348,"score_spread":0.3195234747432443,"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."}}