{"id":"W4377009338","doi":"10.7202/1099264ar","title":"L’insécurité linguistique chez des locuteurs de français langue étrangère au Brésil : une étude exploratoire","year":2023,"lang":"fr","type":"article","venue":"Francophonies d Amérique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007404122,0.0008190026,0.000960385,0.0004805576,0.002071619,0.0006352687,0.000682757,0.0005210996,0.002878114],"category_scores_gemma":[0.000575689,0.0008442429,0.0006994737,0.0009754698,0.002021226,0.000273462,0.000204399,0.0008484538,0.002256814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452197,"about_ca_system_score_gemma":0.0006338279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1763523,"about_ca_topic_score_gemma":0.2893825,"domain_scores_codex":[0.9958969,0.0002317951,0.000868778,0.0008345234,0.0005360648,0.001631927],"domain_scores_gemma":[0.9973934,0.0003321612,0.0002747265,0.0007987182,0.0006718558,0.0005291068],"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":[0.0001351987,0.0008370681,0.01324343,0.002287448,0.001326603,0.003089812,0.5610382,0.002958454,0.0003157018,0.2928435,0.1135393,0.008385317],"study_design_scores_gemma":[0.001143174,0.0002650463,0.005355964,0.0013796,0.0003697199,0.00003002645,0.06737465,0.002392968,0.001465761,0.01987232,0.898873,0.001477709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5678354,0.07545103,0.0007965129,0.009971612,0.01260518,0.0008075653,0.002295374,0.001356103,0.3288813],"genre_scores_gemma":[0.9417218,0.01324072,0.0002086284,0.0007271147,0.0144285,0.0001479947,0.000292597,0.0002232415,0.02900943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7853338,"threshold_uncertainty_score":0.9994009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981668841982791,"score_gpt":0.2637619612193796,"score_spread":0.2439452727995516,"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."}}