{"id":"W4319984770","doi":"10.5194/hess-2022-422-ac1","title":"Reply on RC1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lysimeter; Deuterium; Water transport; Isotope; Soil water; Stable isotope ratio; Water flow; Environmental science; Chemistry; Soil science; Physics; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.003348553,0.001250225,0.001355464,0.001380337,0.003791195,0.004964704,0.004378768,0.03246833,0.1565495],"category_scores_gemma":[0.03264078,0.0007685591,0.001680826,0.001172388,0.002776897,0.005048803,0.003259498,0.02867416,0.1372786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490452,"about_ca_system_score_gemma":0.004233931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008373843,"about_ca_topic_score_gemma":0.00918255,"domain_scores_codex":[0.9966384,0.0006199399,0.0003628451,0.0006711339,0.001223278,0.0004843537],"domain_scores_gemma":[0.9909683,0.002617793,0.0003395962,0.0006626927,0.00407038,0.001341269],"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":[0.000007608748,0.000003149838,0.00002546951,0.00001472574,0.000001377653,0.00004655495,0.00000995868,0.000003964664,0.00001624514,0.0002799198,0.9975474,0.002043525],"study_design_scores_gemma":[0.000009417479,0.000007176448,0.000140802,0.00005829781,0.000002600623,0.00006242518,0.00005947224,0.00002110263,0.00005699516,0.0005193181,0.9990532,0.000009328948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001636284,0.001652941,0.0002565521,0.7669204,0.2017923,0.0001094665,0.0004719344,0.0004262011,0.02820654],"genre_scores_gemma":[0.001647601,0.0008589358,0.0002145866,0.8413139,0.05307865,0.0001759698,0.0001779499,0.0002224045,0.10231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1565495,"threshold_uncertainty_score":0.5237104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241635041228617,"score_gpt":0.2825835911227242,"score_spread":0.2501672407104381,"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."}}