{"id":"W4392733342","doi":"10.5194/egusphere-2023-1898-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":"","funders":"Natural Environment Research Council; Economic and Social Research Council; Foreign, Commonwealth and Development Office; British Geological Survey; Canadian Institute for Advanced Research","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002595453,0.001010557,0.001123754,0.001124326,0.003013554,0.004831966,0.003395807,0.02599861,0.1449966],"category_scores_gemma":[0.02850019,0.0005963325,0.001575192,0.0009383328,0.002302327,0.00408466,0.002766062,0.02415068,0.1147737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003544889,"about_ca_system_score_gemma":0.003500337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006967916,"about_ca_topic_score_gemma":0.007845953,"domain_scores_codex":[0.99734,0.0004969976,0.0002631937,0.0005321436,0.000954232,0.000413363],"domain_scores_gemma":[0.9933757,0.002185765,0.0002576069,0.0005156428,0.002644764,0.001020542],"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":[0.000008795495,0.000003438983,0.00003090409,0.00001395597,0.000001763338,0.00005855926,0.000009684618,0.000004930632,0.00001954221,0.0003598034,0.9972218,0.002266886],"study_design_scores_gemma":[0.000009878627,0.000006445468,0.0001492706,0.00005020514,0.000002695705,0.00007835439,0.00005562509,0.00002571665,0.00006133712,0.0005919031,0.9989591,0.000009487198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002116173,0.001767902,0.0002407674,0.7642797,0.2031491,0.00009709097,0.0005843553,0.0003550805,0.02931436],"genre_scores_gemma":[0.002326841,0.001058889,0.000233515,0.8254604,0.06317722,0.0001754101,0.0002125546,0.0002253024,0.1071298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8550034,"threshold_uncertainty_score":0.4850619,"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."}}