{"id":"W100153825","doi":"","title":"Comparison of approaches for aquifer vulnerability mapping and recharge modelling at regional and local scales, Okanagan Basin, British Columbia","year":2008,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater recharge; Aquifer; Hydrology (agriculture); Structural basin; Geography; Vulnerability (computing); Water resource management; Geology; Forestry; Environmental science; Geomorphology; Groundwater; Geotechnical engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"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":[0.000888844,0.0005583905,0.0002934542,0.0007653564,0.0008539057,0.001392217,0.0009005535,0.0003563442,0.001163325],"category_scores_gemma":[0.001745084,0.0004515725,0.0004497225,0.001044892,0.0003308929,0.0004410479,0.0007358406,0.0004327132,0.0000915179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007948673,"about_ca_system_score_gemma":0.003965985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8719957,"about_ca_topic_score_gemma":0.9179555,"domain_scores_codex":[0.9996943,0.0001034492,0.00001979822,0.0000600668,0.00006755784,0.00005475537],"domain_scores_gemma":[0.9994368,0.0002525768,0.00003634299,0.00003255153,0.0001857227,0.0000559536],"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":[0.0002694125,0.0001200651,0.1213279,0.0001311394,0.0003211045,0.0001949481,0.0009082161,0.816255,0.002441592,0.00244538,0.001613625,0.05397177],"study_design_scores_gemma":[0.0000796341,0.00007973037,0.1262861,0.00005975135,0.0001563417,0.00004461218,0.001818274,0.8657616,0.002277601,0.00102588,0.002343897,0.00006660503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815802,0.0001399946,0.007258333,0.000193712,0.000005044928,0.0001550916,0.0009202958,0.0002756685,0.009471645],"genre_scores_gemma":[0.9813915,0.0002243297,0.01417007,0.00002708834,0.000002001261,0.0001360278,0.0008961046,0.00006500646,0.003087896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280043,"threshold_uncertainty_score":0.2575161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262590646506843,"score_gpt":0.2234749501918372,"score_spread":0.1808490437267688,"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."}}