{"id":"W4413306830","doi":"10.5194/egusphere-2025-2886-ac2","title":"Reply on RC2","year":2025,"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":"British Antarctic Survey; Engineering and Physical Sciences Research Council; Alan Turing Institute","keywords":"Environmental science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001931639,0.0008436285,0.0008689074,0.001002741,0.002683019,0.003666562,0.002804362,0.01845066,0.2398472],"category_scores_gemma":[0.02294032,0.0004795566,0.001285722,0.0007576304,0.001525838,0.003645142,0.002492701,0.01669417,0.1610007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679734,"about_ca_system_score_gemma":0.00266154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007760771,"about_ca_topic_score_gemma":0.009697612,"domain_scores_codex":[0.9982308,0.0003111278,0.0001792459,0.0003485969,0.0006223485,0.0003079568],"domain_scores_gemma":[0.9951449,0.001541612,0.0001698393,0.0003380101,0.001998801,0.0008068155],"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":[0.000009338966,0.000003427563,0.00002935775,0.00001280954,0.000001248821,0.00005875675,0.00001010553,0.000004450859,0.00001775916,0.0003313625,0.9971461,0.002375383],"study_design_scores_gemma":[0.000006821882,0.000005490148,0.0001105569,0.00004229448,0.000001908625,0.00005944347,0.00005657527,0.00001942375,0.00005290542,0.0003768336,0.9992614,0.000006334894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003184534,0.001938906,0.0003997449,0.7036012,0.2288398,0.0001594209,0.001162,0.0007261501,0.06285442],"genre_scores_gemma":[0.003026841,0.001048471,0.0002854119,0.7007343,0.04588343,0.0002085822,0.0003763171,0.0003845907,0.2480521],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7601528,"threshold_uncertainty_score":0.8023689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05460752066177657,"score_gpt":0.3894730870193023,"score_spread":0.3348655663575257,"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."}}