{"id":"W4256019286","doi":"10.7202/009426ar","title":"Présentation","year":2002,"lang":"fr","type":"article","venue":"Les Cahiers du Gres","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007351189,0.0001593525,0.0001703503,0.0001025577,0.0007755478,0.000346228,0.0001099197,0.0001030602,0.02404239],"category_scores_gemma":[0.00008618059,0.0001516446,0.000166336,0.0000453834,0.0007809394,0.000121964,0.0000164058,0.0001634786,0.0008300162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005778226,"about_ca_system_score_gemma":0.000007906526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123559,"about_ca_topic_score_gemma":0.0009593252,"domain_scores_codex":[0.9990891,0.00005023177,0.0002209919,0.0001954682,0.0001881512,0.0002560991],"domain_scores_gemma":[0.999459,0.00006681385,0.00009898875,0.0001644183,0.0001203099,0.00009043572],"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":[0.000003059304,0.0001038517,0.000578086,0.00004504895,0.0001251125,0.00005089544,0.01531549,0.00002989047,0.000002094997,0.8172251,0.1586015,0.007919922],"study_design_scores_gemma":[0.0002137831,0.0000484695,0.0001591561,0.00004080252,0.0003289569,0.000004057114,0.006573529,0.003332438,0.00002776757,0.00966252,0.9793888,0.0002197163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05652262,0.03607311,0.0002029135,0.01849919,0.007470099,0.000126895,0.000157018,0.00007303491,0.8808751],"genre_scores_gemma":[0.6143368,0.003041038,0.0001384886,0.0006212927,0.01510255,0.000006246914,0.00003256565,0.00002475621,0.3666962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8207873,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628840116016757,"score_gpt":0.2407823217761017,"score_spread":0.2144939206159342,"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."}}