{"id":"W11981725","doi":"10.1086/340049","title":"Rédiger un texte académique en français, niveau B2 à C1","year":2013,"lang":"en","type":"article","venue":"Le français à l'université. Bulletin des départements de français dans le monde","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Redaction; Philosophy; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0005138602,0.0008737525,0.0008942966,0.0004759594,0.002690527,0.000667026,0.001373552,0.0003797546,0.04176312],"category_scores_gemma":[0.0001051989,0.0008958285,0.0006709698,0.0002638258,0.001092944,0.0005150459,0.0004206572,0.0007595099,0.005600944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183792,"about_ca_system_score_gemma":0.0001761425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1278618,"about_ca_topic_score_gemma":0.004328821,"domain_scores_codex":[0.9954819,0.0003269365,0.0008748099,0.001090049,0.000798598,0.001427682],"domain_scores_gemma":[0.9972614,0.0002021753,0.0003361597,0.001070555,0.0005162579,0.0006134408],"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":[0.0002558636,0.003132954,0.07592175,0.0004122445,0.003904878,0.0009306381,0.3456711,0.001084967,0.005173257,0.1342054,0.4070236,0.02228337],"study_design_scores_gemma":[0.003103081,0.0001826363,0.02761127,0.0001303805,0.0004795158,0.00001553343,0.01941746,0.0009214096,0.002613602,0.002224528,0.9419701,0.001330548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6079684,0.003141236,0.006226207,0.005382516,0.0006690911,0.001125459,0.0002784295,0.0005622392,0.3746464],"genre_scores_gemma":[0.9624404,0.0004191315,0.001120452,0.001398499,0.001021564,0.00009913273,0.0001526707,0.0001625104,0.03318562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349464,"threshold_uncertainty_score":0.9993492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077241129684219,"score_gpt":0.198265357579872,"score_spread":0.1874929462830298,"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."}}