{"id":"W2611891711","doi":"10.58079/mt7h","title":"Comment penser le document aujourd'hui? - 4 décembre 2015","year":2015,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001049196,0.0007625769,0.0006953288,0.0002004204,0.0007472644,0.005500448,0.001294355,0.0003535941,0.001779475],"category_scores_gemma":[0.0002128239,0.0006866796,0.0003178882,0.0007750273,0.0004007902,0.07588571,0.001093011,0.0005150845,0.01047956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645896,"about_ca_system_score_gemma":0.001386066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303188,"about_ca_topic_score_gemma":0.001099641,"domain_scores_codex":[0.9947453,0.0004436132,0.00105587,0.001112156,0.001470895,0.001172155],"domain_scores_gemma":[0.9949904,0.0001688489,0.0005362932,0.001166039,0.001337354,0.001801084],"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":[0.00004542684,0.0004696032,0.000004627106,0.0000320043,0.00005838377,0.0002315086,0.0005760115,0.0002706587,0.00003914261,0.433681,0.5616516,0.002940075],"study_design_scores_gemma":[0.002717009,0.0008654566,0.0009814342,0.0003962536,0.00007194855,0.0006220667,0.0006289887,0.001134811,0.002332458,0.0447792,0.9444641,0.001006291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001093783,0.005035057,0.01528919,0.7639144,0.01192945,0.001120177,0.0002955415,0.0002492745,0.2010731],"genre_scores_gemma":[0.3789874,0.0006117755,0.008985695,0.3100491,0.003967571,0.0003555201,0.002103492,0.0001226218,0.2948168],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4538653,"threshold_uncertainty_score":0.9995584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552289251311386,"score_gpt":0.3143516198883402,"score_spread":0.1591226947572015,"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."}}