{"id":"W4282934293","doi":"10.5194/hess-2022-49-rc2","title":"Comment on hess-2022-49","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Water Futures; Fisheries and Oceans Canada; Canada Research Chairs; Canada First Research Excellence Fund; Ocean Frontier Institute; Dalhousie University; Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Groundwater; Submarine groundwater discharge; Hydrology (agriculture); Intertidal zone; Shore; Spring (device); Aquifer; Advection; Groundwater discharge; STREAMS; Discharge; Shortwave radiation; Oceanography; Atmospheric sciences; Groundwater flow; Geology; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001643627,0.0007740034,0.000740693,0.001151338,0.001435384,0.00412047,0.001790121,0.00952401,0.1135089],"category_scores_gemma":[0.005901997,0.0003805281,0.001077426,0.001910628,0.0008119881,0.001994216,0.001615144,0.005512478,0.06236352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246816,"about_ca_system_score_gemma":0.003916563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03272728,"about_ca_topic_score_gemma":0.02687667,"domain_scores_codex":[0.9987213,0.0001329229,0.000107938,0.0001636693,0.000597556,0.0002765996],"domain_scores_gemma":[0.9977921,0.000514633,0.00009842477,0.0003284843,0.001037093,0.0002293183],"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":[0.00004207962,0.000006012256,0.0001345067,0.00008140376,0.000004032106,0.00007938287,0.00001139651,0.00007402657,0.0001185089,0.001528408,0.9941815,0.003738808],"study_design_scores_gemma":[0.00001512036,0.000005320812,0.001306408,0.00007810894,0.000004198869,0.00002631577,0.00003644871,0.00007951858,0.0001955861,0.0009480129,0.9972878,0.00001707696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002266501,0.004310166,0.001551705,0.2981717,0.2095212,0.0004376511,0.09105603,0.00368961,0.3889955],"genre_scores_gemma":[0.03211914,0.003260948,0.001774727,0.4426538,0.04068359,0.0008700204,0.03016274,0.00124705,0.4472278],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1135089,"threshold_uncertainty_score":0.3797251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686710982012335,"score_gpt":0.2487245362710483,"score_spread":0.2218574264509249,"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."}}