{"id":"W4405474350","doi":"10.1029/2023wr036769","title":"Groundwater Responses to Deluge and Drought in the Fraser Valley, Pacific Northwest","year":2024,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Groundwater; Hydrology (agriculture); Geology; Oceanography; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001759862,0.0001207106,0.0001601122,0.0008796993,0.0006712136,0.0005571159,0.000321657,0.0001670433,0.0007389956],"category_scores_gemma":[0.0007580941,0.0001096687,0.00007193356,0.001597603,0.0004339482,0.000176101,0.0003249655,0.0002180503,0.00005608288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356451,"about_ca_system_score_gemma":0.002053899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8713733,"about_ca_topic_score_gemma":0.9505685,"domain_scores_codex":[0.9998782,0.00001424048,0.000006573322,0.00003435409,0.00002912623,0.00003760841],"domain_scores_gemma":[0.9995258,0.00007661421,0.0001103253,0.00002433067,0.0001760171,0.00008690308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005372281,0.00002483768,0.9895775,0.00001293999,0.00002797216,0.00009016341,0.0006235389,0.0006606456,0.001702327,0.00004698724,0.0002509036,0.006928454],"study_design_scores_gemma":[9.306541e-7,0.000004443029,0.9986016,0.000003082325,0.000003183816,0.00001277408,0.0006500524,0.0004532371,0.0001056555,0.00001173009,0.0001512244,0.00000204982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992931,0.00002372723,0.00003982756,0.00002133872,4.485365e-7,0.000002361574,0.0002848132,0.000004179813,0.0003301624],"genre_scores_gemma":[0.9994677,0.00002730795,0.00008322361,0.000007641082,4.776264e-7,0.00000261041,0.0001854088,0.000001251749,0.0002243404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1286267,"threshold_uncertainty_score":0.2587684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156986903250385,"score_gpt":0.2999861018115788,"score_spread":0.2684162327790749,"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."}}