{"id":"W4317930269","doi":"10.35562/rif.1405","title":"Le français, langue de culture","year":2022,"lang":"fr","type":"article","venue":"Revue Internationale des Francophonies","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":8,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003471635,0.0001637837,0.000227044,0.00004054966,0.002184972,0.0000675327,0.0004527832,0.00009304555,0.002287303],"category_scores_gemma":[0.0004047378,0.0001820579,0.0002055654,0.0003461576,0.000774978,0.0001405334,0.0002137419,0.0003739973,0.0002274258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005405212,"about_ca_system_score_gemma":0.0002166182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0492727,"about_ca_topic_score_gemma":0.00742883,"domain_scores_codex":[0.9984695,0.0002374918,0.0002443098,0.000254744,0.0004127831,0.000381142],"domain_scores_gemma":[0.9992638,0.0001874057,0.0001254843,0.0001050796,0.0002252238,0.00009300762],"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":[0.00002069534,0.0002662575,0.01807624,0.0001360753,0.0003258842,0.0001167753,0.4127686,0.0007753882,0.0001061998,0.5028259,0.04562374,0.01895825],"study_design_scores_gemma":[0.0002679472,0.00005220971,0.004872032,0.00007847034,0.00002482899,0.00002901375,0.04509649,0.00009512104,0.000037195,0.01532806,0.9338962,0.0002223841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4139635,0.1806975,0.0004304558,0.01334002,0.01290201,0.0003264867,0.000467057,0.0001593714,0.3777137],"genre_scores_gemma":[0.7310859,0.003969064,0.0007328615,0.0004903433,0.002201895,0.00008115583,0.00002514549,0.00001574604,0.2613979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8882725,"threshold_uncertainty_score":0.999114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926693616723232,"score_gpt":0.2690472549070383,"score_spread":0.249780318739806,"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."}}