{"id":"W4206506779","doi":"10.26443/rcfr.v1i1.332","title":"Ce qu'écrire en français veut dire pour les francophones du Machrek","year":2021,"lang":"fr","type":"article","venue":"Recherches Francophones Revue de l Association internationale d étude des littératures et des cultures de l espace francophone (AIELCEF)","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003956257,0.00175186,0.002068773,0.0004934933,0.002369903,0.002076084,0.001485341,0.002605629,0.009897829],"category_scores_gemma":[0.01961059,0.001774612,0.001899678,0.001766748,0.0009109476,0.001167377,0.0004662029,0.004572766,0.001387615],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005807398,"about_ca_system_score_gemma":0.001002418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02946715,"about_ca_topic_score_gemma":0.1313006,"domain_scores_codex":[0.9874669,0.005022145,0.001901516,0.001851146,0.001554272,0.002203977],"domain_scores_gemma":[0.9867696,0.004691153,0.001466212,0.0009995325,0.005319303,0.000754195],"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":[0.000746629,0.002985371,0.08893123,0.004639993,0.008339221,0.00205973,0.6359051,0.006863066,0.02061651,0.04931666,0.1566533,0.0229432],"study_design_scores_gemma":[0.003974714,0.0002407809,0.1659166,0.003211152,0.001189673,0.0006150664,0.0770721,0.003054404,0.01087489,0.01893519,0.7116112,0.003304268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6088204,0.2254754,0.009991175,0.04178403,0.02646341,0.001671292,0.005759718,0.001418635,0.07861592],"genre_scores_gemma":[0.5828164,0.03944352,0.02058275,0.003436827,0.01672061,0.0004035813,0.001516011,0.0004242836,0.334656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.558833,"threshold_uncertainty_score":0.9995227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131205055527032,"score_gpt":0.2780419582923265,"score_spread":0.2467299077370562,"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."}}