{"id":"W4391915253","doi":"10.5194/egusphere-2023-2342-ac1","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 Saskatchewan; Global Institute for Water Security","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":[0.001725738,0.0007865506,0.0008606911,0.0009516983,0.002320611,0.003393765,0.002923604,0.01692591,0.247754],"category_scores_gemma":[0.02116375,0.0004601508,0.001130342,0.0007359648,0.001391968,0.00297786,0.002218141,0.01478933,0.180829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374057,"about_ca_system_score_gemma":0.002260328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005788405,"about_ca_topic_score_gemma":0.006986188,"domain_scores_codex":[0.9982231,0.0003459603,0.0001843628,0.0003203142,0.0006507729,0.0002754947],"domain_scores_gemma":[0.995222,0.001297182,0.0001710946,0.0003507677,0.002221002,0.0007379343],"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":[0.000008416865,0.000002988114,0.0000278292,0.00001215298,0.000001175354,0.00005966001,0.000007782963,0.000004026104,0.00001622861,0.0002195191,0.9975228,0.002117552],"study_design_scores_gemma":[0.000008783092,0.000005884055,0.0001311411,0.00004389846,0.000002007411,0.00007760486,0.00005231324,0.00002119413,0.0000568201,0.0003316622,0.9992623,0.000006318054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003372922,0.001914773,0.0003876531,0.6481616,0.2739024,0.0001902155,0.001084814,0.000806432,0.07321481],"genre_scores_gemma":[0.003972619,0.001272638,0.0002965802,0.6605928,0.06767669,0.0002218986,0.0004563957,0.0004496258,0.2650607],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.752246,"threshold_uncertainty_score":0.8288198,"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."}}