{"id":"W4413267240","doi":"10.5194/wes-2025-57-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":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01907369,0.001599833,0.003098154,0.003142528,0.01218162,0.01397647,0.006535409,0.1060809,0.06159142],"category_scores_gemma":[0.1610911,0.001776961,0.002816702,0.002050918,0.006553881,0.00812916,0.007521936,0.06545396,0.0473292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167815,"about_ca_system_score_gemma":0.02682539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02787042,"about_ca_topic_score_gemma":0.04625132,"domain_scores_codex":[0.9763778,0.004624815,0.002425011,0.002806034,0.009699211,0.00406709],"domain_scores_gemma":[0.8992104,0.03470304,0.004655739,0.00361915,0.03703232,0.02077932],"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":[0.00001091673,0.000004562038,0.00009574642,0.00003400777,0.000006732283,0.0001047428,0.00007793519,0.000006439311,0.00002390932,0.0003653618,0.9979516,0.001318122],"study_design_scores_gemma":[0.00005983436,0.000019833,0.000939571,0.0003731925,0.00003156783,0.0002503362,0.000675044,0.00007820098,0.0001042301,0.001658192,0.9957385,0.0000714898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001360162,0.0008873023,0.0000584226,0.923318,0.07196327,0.00004058883,0.00007047556,0.00006252791,0.003463462],"genre_scores_gemma":[0.000857669,0.000367436,0.00008141869,0.943334,0.03281286,0.0001017453,0.00003856554,0.00004988272,0.02235635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9384086,"threshold_uncertainty_score":0.2060438,"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."}}