{"id":"W31951614","doi":"10.1371/journal.pone.0226021","title":"Round Butte Selective Water Withdrawal Seismic Study","year":2008,"lang":"en","type":"article","venue":"The Eighteenth International Offshore and Polar Engineering Conference","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Butte; Geology; Hydrology (agriculture); Water level; Water quality; Fish migration; Environmental science; Fish <Actinopterygii>; Geotechnical engineering; Geomorphology; Geography; Fishery; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120286,0.0001993979,0.0001480451,0.00004339458,0.0002311259,0.00003888089,0.0003501762,0.00003413142,0.0001974265],"category_scores_gemma":[0.00001137537,0.0001216043,0.00003423284,0.00007217555,0.0001433202,0.000221991,0.000323271,0.0001665247,0.00008946451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009205682,"about_ca_system_score_gemma":0.000008262071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006527565,"about_ca_topic_score_gemma":0.0001192504,"domain_scores_codex":[0.9989104,0.00003459148,0.0001746312,0.0002724256,0.0003444667,0.0002635185],"domain_scores_gemma":[0.9996676,0.00004281089,0.00003247941,0.0001650011,0.00002855938,0.00006354661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005478977,0.001810597,0.7597379,0.0000420375,0.003289857,0.000689242,0.05730474,0.03267017,0.04838471,0.07553659,0.01637964,0.00360659],"study_design_scores_gemma":[0.001987937,0.0009805138,0.8063068,0.00006449205,0.0001652585,0.0005742784,0.0009056607,0.08973674,0.03219671,0.005365464,0.06024109,0.001475052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820849,0.00006689484,0.002783063,0.0008191079,0.0003377042,0.0001665227,0.00001929753,0.00006756008,0.01365492],"genre_scores_gemma":[0.9984841,0.0000271859,0.0001137475,0.0001204827,0.0001178226,0.00002393214,0.00001016002,0.00001682306,0.001085791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07017113,"threshold_uncertainty_score":0.495888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100057777385257,"score_gpt":0.1952953745243946,"score_spread":0.184294796750542,"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."}}