{"id":"W3093168129","doi":"10.1007/s40710-020-00473-0","title":"Comparison of Hydrological Model-Based and Geographical-Based Approaches for Estimating Water Travel Times for Source Water Protection","year":2020,"lang":"en","type":"article","venue":"Environmental Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Environmental science; Water source; Hydrology (agriculture); Computer science; Water resource management; Geology; Geotechnical engineering","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":[0.002358272,0.0006101176,0.0005431838,0.003538026,0.0003407943,0.0009627596,0.0008423798,0.0006566428,0.001097012],"category_scores_gemma":[0.0073268,0.0003151576,0.0008371701,0.002774808,0.0002168345,0.001199768,0.0005847148,0.0003876369,0.0001760609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309612,"about_ca_system_score_gemma":0.001439555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05706722,"about_ca_topic_score_gemma":0.05261778,"domain_scores_codex":[0.9991436,0.0004760282,0.0000656876,0.0001244489,0.0001455585,0.00004470125],"domain_scores_gemma":[0.9964595,0.002497053,0.000216731,0.0001815439,0.0005839718,0.00006116252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003025457,0.0001834086,0.06234208,0.000228553,0.0005086436,0.00005774209,0.0001507822,0.826474,0.00123722,0.001702832,0.0005014694,0.1063107],"study_design_scores_gemma":[0.00003420336,0.00007316121,0.02844583,0.00002426348,0.0001091507,0.0000358392,0.0001482301,0.9689423,0.000693496,0.0009895177,0.0004779314,0.00002611008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991785,0.001135233,0.1925278,0.0002491365,0.0000572059,0.0001107177,0.002249931,0.0004721189,0.004019309],"genre_scores_gemma":[0.9299019,0.0004147567,0.0678112,0.00002298768,0.00001679212,0.00006198067,0.001245724,0.00005676477,0.0004678733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05706722,"threshold_uncertainty_score":0.1134701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415484973935245,"score_gpt":0.2366132369411028,"score_spread":0.1924583872017503,"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."}}