{"id":"W4293142145","doi":"10.4000/vertigo.28603","title":"Débats et Perspectives | 2021","year":2021,"lang":"fr","type":"paratext","venue":"VertigO","topic":"","field":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004547555,0.0009678505,0.0007503307,0.001954084,0.003278038,0.01681062,0.001844204,0.01276913,0.4381245],"category_scores_gemma":[0.01692829,0.0004167878,0.0009656653,0.001662035,0.001821744,0.005994719,0.003267139,0.008425358,0.1999457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005392124,"about_ca_system_score_gemma":0.006998283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02438617,"about_ca_topic_score_gemma":0.02475133,"domain_scores_codex":[0.9945037,0.001085205,0.000164645,0.0004904859,0.002659576,0.001096385],"domain_scores_gemma":[0.9940328,0.00205536,0.000210745,0.0003737816,0.001677504,0.001649881],"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":[0.00003198156,0.00001084992,0.00002839141,0.00004779803,0.000001626689,0.00005045071,0.00003274795,0.00002847221,0.00005630449,0.01600538,0.9739833,0.009722617],"study_design_scores_gemma":[0.000009952283,0.000004782125,0.00009666596,0.00005376603,0.000001233072,0.00002879138,0.00003294617,0.00002832342,0.00003360257,0.001442587,0.9982632,0.000004218666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008355738,0.01528214,0.001069102,0.2291244,0.08969415,0.00007685687,0.006739383,0.001307644,0.6558707],"genre_scores_gemma":[0.005836513,0.003996801,0.0004313343,0.0230054,0.01774132,0.00008183356,0.002412516,0.0008099962,0.9456844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5618755,"threshold_uncertainty_score":0.8014472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229307566711688,"score_gpt":0.3000452158015635,"score_spread":0.2777521401344467,"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."}}