{"id":"W4393318381","doi":"10.5194/egusphere-2023-2958-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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Computer science; Data science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002594162,0.001155764,0.001120444,0.001191595,0.003201969,0.005015736,0.00354664,0.02502253,0.1973592],"category_scores_gemma":[0.02412123,0.0006563356,0.001562154,0.0009662837,0.002174394,0.004002728,0.002798029,0.021081,0.1674971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440858,"about_ca_system_score_gemma":0.003704686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007129181,"about_ca_topic_score_gemma":0.008625177,"domain_scores_codex":[0.9971323,0.0005267393,0.0002719844,0.0005332239,0.001085856,0.0004499292],"domain_scores_gemma":[0.9934735,0.001674775,0.0002445393,0.0005582819,0.002840461,0.001208494],"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":[0.000009202567,0.000003815211,0.00002499371,0.0000138859,0.000001493047,0.00004481148,0.000007495424,0.000004038206,0.00001907913,0.0002542899,0.9976969,0.001920006],"study_design_scores_gemma":[0.00001009769,0.000006652056,0.0001394435,0.00004143879,0.000002182637,0.00004386703,0.00004445148,0.0000160257,0.00005345299,0.0003559839,0.9992794,0.000006876436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002198921,0.001846599,0.0002420528,0.6499429,0.3008166,0.000137711,0.0006809384,0.0005363552,0.04557683],"genre_scores_gemma":[0.002087086,0.001050576,0.0002339917,0.7046756,0.08058202,0.0001961178,0.0002802934,0.0002993577,0.2105949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1973592,"threshold_uncertainty_score":0.6602324,"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."}}