{"id":"W4399480493","doi":"10.5194/egusphere-2024-42-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 Waterloo","funders":"","keywords":"Computer science; Environmental 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":[0.00192669,0.0008678044,0.0008941853,0.0009324641,0.002577645,0.003674032,0.002827797,0.01981704,0.1913897],"category_scores_gemma":[0.02136053,0.000495973,0.001310148,0.0007752369,0.001849677,0.003311949,0.002324451,0.0181107,0.1394629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026711,"about_ca_system_score_gemma":0.002842196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007811423,"about_ca_topic_score_gemma":0.009426823,"domain_scores_codex":[0.9980146,0.0003490708,0.0001981587,0.0003820475,0.0007297595,0.0003263537],"domain_scores_gemma":[0.9948897,0.001413898,0.0001883886,0.0003800281,0.002314534,0.0008135007],"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":[0.000007790474,0.000002788451,0.00002748609,0.00001182823,0.000001182457,0.00005586682,0.00000844725,0.000004292108,0.00001825421,0.0002556644,0.9974976,0.002108761],"study_design_scores_gemma":[0.000007507281,0.000005577278,0.0001345079,0.00003901025,0.000001903268,0.00006154535,0.00005442703,0.00001938133,0.00005140502,0.0003525744,0.9992657,0.000006346241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002722947,0.001725353,0.0003106961,0.7033459,0.2412521,0.0001380491,0.0007717191,0.0005693687,0.05161461],"genre_scores_gemma":[0.002948017,0.001130171,0.0002573032,0.7259485,0.06011532,0.0001897268,0.000309229,0.000338917,0.2087628],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8086103,"threshold_uncertainty_score":0.6402624,"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."}}