{"id":"W4391838508","doi":"10.5194/egusphere-2023-2491-ac2","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Geography","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":[0.001904969,0.0008401893,0.0009154218,0.0009459002,0.002935591,0.003620473,0.002917259,0.02122368,0.1975577],"category_scores_gemma":[0.02098827,0.0005203446,0.001312681,0.0007533377,0.001527676,0.003409044,0.002332871,0.01862245,0.1288082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980732,"about_ca_system_score_gemma":0.002876234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007994583,"about_ca_topic_score_gemma":0.009824635,"domain_scores_codex":[0.998136,0.0003228949,0.0001897868,0.0003705703,0.0006542624,0.0003264208],"domain_scores_gemma":[0.9957902,0.001387884,0.0001638842,0.0002908753,0.001720385,0.0006467385],"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":[0.00001005722,0.000003046822,0.00002865907,0.000011893,0.000001313315,0.00006131377,0.000009408942,0.000004639818,0.0000185938,0.0003797743,0.9974405,0.00203086],"study_design_scores_gemma":[0.000008644542,0.000005997832,0.0001402174,0.00004787522,0.00000221964,0.00006645066,0.00005855767,0.00002428251,0.00006380663,0.0004563508,0.9991185,0.000007074719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003084132,0.002048947,0.0003322104,0.7538322,0.1862638,0.0001468079,0.00097814,0.0005366972,0.05555286],"genre_scores_gemma":[0.002994818,0.001039601,0.0002159015,0.7481778,0.04348536,0.0001855434,0.0003043022,0.0002931739,0.2033035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8024423,"threshold_uncertainty_score":0.6608964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538174524723528,"score_gpt":0.3919166518461711,"score_spread":0.3265349065989359,"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."}}