{"id":"W4401365901","doi":"10.1201/9781003323037-89","title":"Numerical modelling investigation of low-water level events at a water intake near the Fort Frances-International Falls Dam","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water level; Environmental science; Geography; Hydrology (agriculture); Physical geography; Geology; Cartography; Geotechnical engineering","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":[0.0001736489,0.0002446451,0.0002669325,0.0003621286,0.0004780286,0.0008155063,0.0006025574,0.0005867195,0.00195365],"category_scores_gemma":[0.0005089546,0.0001474354,0.0002706347,0.0006641121,0.0003351194,0.0003552337,0.0002890682,0.0003373258,0.0002788598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008693914,"about_ca_system_score_gemma":0.0009292623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04124168,"about_ca_topic_score_gemma":0.05586647,"domain_scores_codex":[0.9999219,0.00001507297,0.000005366647,0.00001388924,0.00003070771,0.00001302488],"domain_scores_gemma":[0.9998131,0.00010579,0.00001972189,0.0000121301,0.00003489569,0.00001434013],"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":[0.0000698973,0.0001300356,0.01805438,0.00009046876,0.00001625421,0.0004360996,0.0002120548,0.9562582,0.007515647,0.00256027,0.002454619,0.012202],"study_design_scores_gemma":[0.000007314332,0.0000358656,0.009243459,0.00001050219,0.00000693021,0.00003606729,0.0001704612,0.9872712,0.001269276,0.0004346842,0.001498458,0.00001562021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92971,0.0001531535,0.01746261,0.0003298804,0.00004462388,0.000099255,0.001934653,0.0004410293,0.04982476],"genre_scores_gemma":[0.9785395,0.0002344358,0.01044811,0.00003430642,0.00001076454,0.00006767292,0.001153947,0.0000455472,0.009465768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04124168,"threshold_uncertainty_score":0.08200324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241177792127446,"score_gpt":0.2211113972147527,"score_spread":0.1886996192934783,"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."}}