{"id":"W2764001811","doi":"10.22129/plume.2007.48788","title":"Comment définir le Francophone? Quelques réflexions","year":2006,"lang":"fr","type":"article","venue":"Plume, Revue semestrielle de l'Association Iranienne de Langue et Littérature Françaises","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; French; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005456607,0.0007229247,0.0009941352,0.0002757257,0.001321874,0.0004422361,0.0008299375,0.00178199,0.0009872763],"category_scores_gemma":[0.004068939,0.0008760078,0.0005955852,0.002809539,0.0004271327,0.0006966135,0.0001431514,0.002160483,0.0002855517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189605,"about_ca_system_score_gemma":0.001540957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08408985,"about_ca_topic_score_gemma":0.03512232,"domain_scores_codex":[0.9912225,0.003712023,0.001075038,0.0009379705,0.000871924,0.002180555],"domain_scores_gemma":[0.9943839,0.002757935,0.001112361,0.0007150056,0.0005112226,0.0005195319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001012545,0.001664209,0.04412369,0.0005492009,0.0004329323,0.0003620949,0.07887945,0.002519138,0.004327491,0.377363,0.4792074,0.01047019],"study_design_scores_gemma":[0.001439756,0.0001453235,0.02030948,0.0004535783,0.0002103171,0.00002330689,0.00626853,0.0004384034,0.001303479,0.01137068,0.9570978,0.0009393243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08908584,0.1359562,0.0125013,0.4940945,0.01003702,0.001838589,0.0009496706,0.001461331,0.2540756],"genre_scores_gemma":[0.6650543,0.006424209,0.05208384,0.02916843,0.01475637,0.0003431071,0.001214841,0.0003969735,0.230558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5759684,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101808016206925,"score_gpt":0.2594221238527841,"score_spread":0.2492413222320916,"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."}}