{"id":"W4410426701","doi":"10.5194/egusphere-2024-3819-ac2","title":"Reply on RC2","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002061794,0.0009382961,0.0009245661,0.0009469092,0.002919794,0.003841418,0.003039019,0.02311532,0.1389435],"category_scores_gemma":[0.01995783,0.0005159714,0.001210886,0.0007938577,0.00192194,0.003451186,0.00224715,0.02127034,0.1023283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003262183,"about_ca_system_score_gemma":0.002822644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666202,"about_ca_topic_score_gemma":0.008394635,"domain_scores_codex":[0.9980146,0.0004042471,0.0001938519,0.0003902262,0.0006844168,0.0003127151],"domain_scores_gemma":[0.9952921,0.001469305,0.0001657533,0.0003452972,0.001966637,0.0007609942],"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":[0.000009744035,0.000003206801,0.00003137935,0.00001131111,0.000001502871,0.00008114011,0.0000100465,0.000004181731,0.00002024466,0.0002661073,0.9977056,0.001855491],"study_design_scores_gemma":[0.00001120631,0.000006968941,0.0001518326,0.00004410501,0.000002780576,0.000101598,0.00007474932,0.00002514015,0.00007111866,0.0004766144,0.999025,0.000008826925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002737374,0.001588163,0.000265701,0.7607016,0.1986277,0.0001182378,0.0005138661,0.0004110349,0.03749987],"genre_scores_gemma":[0.003144468,0.0009083296,0.0002190066,0.8016743,0.06049325,0.0001661087,0.0002077123,0.0002329991,0.1329537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8610564,"threshold_uncertainty_score":0.4648125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468142512061935,"score_gpt":0.3615119601125354,"score_spread":0.3168305349919161,"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."}}