{"id":"W2047658656","doi":"10.7202/044946ar","title":"Présentation","year":2010,"lang":"fr","type":"article","venue":"Protée","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","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":[0.0001219728,0.00009678384,0.0001016582,0.0000499805,0.0002957462,0.0003055551,0.00008345471,0.00005672776,0.02030353],"category_scores_gemma":[0.0000788511,0.000089201,0.00008916883,0.00002350775,0.0002313112,0.00009424583,0.00002237595,0.0001995917,0.00117713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007308388,"about_ca_system_score_gemma":0.00004542727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660154,"about_ca_topic_score_gemma":0.002017169,"domain_scores_codex":[0.999374,0.00001518898,0.0001588682,0.0001431695,0.0001283449,0.0001804695],"domain_scores_gemma":[0.9995236,0.0000222963,0.00006670542,0.0001620223,0.000156119,0.00006920489],"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":[0.000003273729,0.0001064119,0.0004025546,0.00004675827,0.00004316678,0.000007634573,0.002333713,0.000001611508,0.0001239469,0.969395,0.02148173,0.006054213],"study_design_scores_gemma":[0.0001215035,0.00002546659,0.0001442486,0.00001629435,0.0001366279,0.000001783944,0.0005902324,0.0006280052,0.0003068131,0.02840217,0.9694969,0.0001299343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01877023,0.001529707,0.0000715991,0.01239785,0.01585942,0.0003020586,0.00007317539,0.00004143909,0.9509545],"genre_scores_gemma":[0.6129149,0.000115556,0.0005406569,0.0003300739,0.03852173,0.00005104881,0.00004445064,0.00002494796,0.3474566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9480152,"threshold_uncertainty_score":0.9996006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547988056635278,"score_gpt":0.2974777280651503,"score_spread":0.2719978474987975,"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."}}