{"id":"W4249019992","doi":"10.7202/030610ar","title":"Présentation","year":2001,"lang":"fr","type":"article","venue":"Protée","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":5,"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":[0.0000970502,0.0001011617,0.0001125692,0.00005630221,0.0002927111,0.0002633954,0.00007037682,0.00003857731,0.01744856],"category_scores_gemma":[0.00004106685,0.00009515935,0.00009392775,0.000038282,0.0001492015,0.0001038397,0.00001997966,0.00007666708,0.001388518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455446,"about_ca_system_score_gemma":0.00003309389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016595,"about_ca_topic_score_gemma":0.0005625583,"domain_scores_codex":[0.9993082,0.00002602073,0.00017468,0.0001466029,0.0001392793,0.0002052616],"domain_scores_gemma":[0.9995833,0.00001887529,0.00006560531,0.0001316448,0.0001375564,0.00006300805],"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":[0.000009243104,0.0001450473,0.00113231,0.00004462444,0.00007031662,0.00004065268,0.002849293,0.00001540514,0.000004449562,0.9528582,0.03285229,0.009978231],"study_design_scores_gemma":[0.0001538361,0.00004008616,0.0001420168,0.00004005136,0.000160126,0.00000425131,0.001264185,0.0009427955,0.00003097141,0.0216531,0.9754345,0.0001340338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005148423,0.007978147,0.0002399602,0.01332727,0.004268235,0.000260144,0.0000337412,0.00003755491,0.9687065],"genre_scores_gemma":[0.3144481,0.001492623,0.0001734263,0.0004916295,0.02632171,0.00004861078,0.00004747231,0.00002399177,0.6569524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9425822,"threshold_uncertainty_score":0.999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433273126331229,"score_gpt":0.3071916323824648,"score_spread":0.2638643197493419,"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."}}