{"id":"W4415518308","doi":"10.5194/egusphere-2025-1971-ac2","title":"Reply on RC2","year":2025,"lang":"","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Alberta","funders":"","keywords":"Tributary; Drainage basin; Hydrology (agriculture); Dissolved organic carbon; Climate change; Sediment; Aquatic ecosystem; Glacial period; Structural basin","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":[0.001940703,0.0009635781,0.0009877161,0.001050855,0.002440518,0.00389542,0.003056115,0.01995141,0.1696922],"category_scores_gemma":[0.01872834,0.0005672629,0.001258158,0.0007368273,0.001895003,0.003606834,0.002434557,0.01965212,0.130487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608132,"about_ca_system_score_gemma":0.002305942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115471,"about_ca_topic_score_gemma":0.007810167,"domain_scores_codex":[0.9982627,0.000308705,0.0001722338,0.0003493004,0.0006521457,0.0002550035],"domain_scores_gemma":[0.9952508,0.00140288,0.0001921574,0.0003313521,0.001932387,0.0008903558],"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":[0.000007800828,0.000003217013,0.00002619049,0.00001277082,0.00000117765,0.00005664023,0.00000749436,0.000004089679,0.00001674981,0.000224837,0.9972928,0.002346279],"study_design_scores_gemma":[0.000008620978,0.000006058949,0.0001371957,0.00004415467,0.000001903811,0.00007542135,0.00004612442,0.00002021839,0.00004447866,0.0003814248,0.999227,0.000007347877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002191338,0.002187706,0.0002703387,0.686267,0.274004,0.0001087689,0.0005206174,0.0005002029,0.0359223],"genre_scores_gemma":[0.002326904,0.001346102,0.0002568038,0.732622,0.08606193,0.0001620672,0.0002300284,0.000274313,0.1767198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8303078,"threshold_uncertainty_score":0.5676769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551147565709507,"score_gpt":0.3884485788562673,"score_spread":0.3333338222853166,"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."}}