{"id":"W3193300329","doi":"10.5194/gmd-2021-97-ac1","title":"Comment on gmd-2021-97","year":2021,"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 Victoria","funders":"Bundesministerium für Bildung und Forschung; University of Bristol; Alexander von Humboldt-Stiftung","keywords":"Commensurability (mathematics); Scale (ratio); Groundwater; Sustainability; Computer science; Groundwater model; Context (archaeology); Environmental resource management; Operations research; Environmental science; Groundwater flow; Aquifer; Geography; Mathematics; Cartography; Geology","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":[0.003757446,0.001202077,0.001183055,0.001394402,0.002739305,0.005700827,0.004007041,0.04004931,0.09068624],"category_scores_gemma":[0.02135194,0.0006340088,0.001852092,0.001979528,0.00212481,0.003115334,0.002068391,0.02058771,0.08213531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006698306,"about_ca_system_score_gemma":0.006147346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04618664,"about_ca_topic_score_gemma":0.0457543,"domain_scores_codex":[0.9971482,0.000267891,0.0002218083,0.0002955334,0.001557641,0.0005088387],"domain_scores_gemma":[0.9947063,0.001853439,0.0002775096,0.0003326177,0.002309033,0.0005210704],"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":[0.00003586795,0.00001331652,0.00005989277,0.00004965081,0.000001703412,0.00008070005,0.0000168366,0.00003027652,0.00007664866,0.001652757,0.9952791,0.002703237],"study_design_scores_gemma":[0.00002123784,0.00001148194,0.0004716668,0.0001013071,0.000003260845,0.00002355584,0.00003642799,0.00006560784,0.00009971959,0.001039775,0.9981114,0.00001463401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007982846,0.002118195,0.0009206667,0.5891343,0.1786937,0.0004929967,0.0115188,0.001850598,0.2144725],"genre_scores_gemma":[0.002894456,0.0007736313,0.0007271888,0.7553536,0.01703633,0.0004489759,0.001909991,0.0003889048,0.2204669],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09068624,"threshold_uncertainty_score":0.3033757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839678836109938,"score_gpt":0.2709941784439546,"score_spread":0.2425973900828552,"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."}}