{"id":"W4417211604","doi":"10.1213/xaa.0000000000002113","title":"In Response","year":2025,"lang":"en","type":"article","venue":"A&A Practice","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005001945,0.001338074,0.00141827,0.00161614,0.007581193,0.01001914,0.004121353,0.06454581,0.1699982],"category_scores_gemma":[0.0458595,0.001175165,0.002417774,0.001010618,0.002652097,0.003928943,0.006065592,0.0439709,0.09155697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00500125,"about_ca_system_score_gemma":0.01102104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126109,"about_ca_topic_score_gemma":0.03185024,"domain_scores_codex":[0.99326,0.0009477557,0.000571629,0.0009198179,0.002522675,0.001778142],"domain_scores_gemma":[0.9790077,0.007563629,0.001049637,0.0006976832,0.005635398,0.006045911],"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":[0.00001639971,0.00001021524,0.0001542027,0.00002537309,0.000003689539,0.0001011183,0.00003852957,0.00001250672,0.00005300848,0.0003986388,0.9972257,0.001960556],"study_design_scores_gemma":[0.00004401205,0.00002942591,0.00096094,0.0001850737,0.0000134244,0.0001479454,0.0006933858,0.00008419116,0.0001214511,0.0009799218,0.996699,0.0000410831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004698364,0.000802724,0.000208585,0.8764485,0.1037135,0.0001079502,0.0004080174,0.0002161732,0.01762468],"genre_scores_gemma":[0.001064759,0.0002959745,0.0001279021,0.9160615,0.01287431,0.00008953777,0.00009673654,0.00004454218,0.06934471],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8300018,"threshold_uncertainty_score":0.5687007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899314638081789,"score_gpt":0.4089013978889757,"score_spread":0.3899082515081578,"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."}}