{"id":"W4384202794","doi":"10.4000/glad.6126","title":"Varia","year":2023,"lang":"fr","type":"paratext","venue":"GLAD!","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006833907,0.0008600485,0.0009538466,0.0004630867,0.0002424868,0.0002430883,0.0009686535,0.0009173005,0.1368745],"category_scores_gemma":[0.0003174523,0.001005017,0.0004071277,0.001776559,0.0003180007,0.000139285,0.0005253764,0.001325916,0.9980391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007485906,"about_ca_system_score_gemma":0.0007929323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132409,"about_ca_topic_score_gemma":0.0002437512,"domain_scores_codex":[0.9955271,0.0004933429,0.000676646,0.001133111,0.0007553606,0.001414376],"domain_scores_gemma":[0.9972004,0.0003722321,0.0004169621,0.001384842,0.0002264451,0.0003991],"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":[0.00004286451,0.0001074773,0.00003596818,0.0003536924,0.0004559341,0.0004490323,0.0002493592,0.000405195,0.0005971576,0.007031271,0.9885554,0.001716639],"study_design_scores_gemma":[0.0005772895,0.00007798335,0.001759028,0.0005393762,0.0003099753,0.00007310502,0.00004287641,0.0007580321,0.0001076789,0.0008756835,0.9939039,0.000975052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006042479,0.006420794,0.000155059,0.0008179153,0.04318079,0.0006827617,0.007791781,0.00067376,0.9396729],"genre_scores_gemma":[0.0009799221,0.0006083224,0.0005545245,0.0001800275,0.00506648,0.0001159078,0.003468934,0.001070756,0.9879552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8611646,"threshold_uncertainty_score":0.99924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314773064196323,"score_gpt":0.307621205287538,"score_spread":0.2644734746455747,"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."}}