{"id":"W2262725766","doi":"10.14288/1.0166950","title":"Modelling the thermal regime of a regulated coastal British Columbia river and assessing the potential of warming mitigation strategies","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Global warming; Climatology; Climate change; Oceanography; Hydrology (agriculture); Geology","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":[0.000150297,0.0003619779,0.0001817311,0.0003054054,0.0005688627,0.001309722,0.0006321875,0.0005140427,0.001169518],"category_scores_gemma":[0.0005320776,0.0002430736,0.0002422887,0.0005383249,0.0003485981,0.000340285,0.0003114918,0.00043029,0.0001025352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004231953,"about_ca_system_score_gemma":0.005034532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7925813,"about_ca_topic_score_gemma":0.8460212,"domain_scores_codex":[0.9998983,0.00001977708,0.000004526667,0.00003056663,0.00001609538,0.00003072397],"domain_scores_gemma":[0.9998542,0.0000408821,0.00002114493,0.00001086363,0.00005636276,0.00001652497],"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":[0.00003338422,0.00003391719,0.0289505,0.00002348089,0.00002552695,0.00008551326,0.00006130819,0.9610794,0.00224985,0.000623822,0.0004064555,0.006426741],"study_design_scores_gemma":[0.00000858559,0.00001247996,0.01534704,0.000007333434,0.00001190998,0.000008100659,0.0001301118,0.983394,0.0002880421,0.0002154277,0.0005676856,0.000009265618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832742,0.0001185407,0.007415275,0.0001772439,0.00001200231,0.00004785509,0.0005435247,0.00009139485,0.008320086],"genre_scores_gemma":[0.9948507,0.00009061431,0.002595048,0.00002106893,0.000002300859,0.00002777997,0.0002271267,0.00001040067,0.002174888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074187,"threshold_uncertainty_score":0.4172804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005244228155171324,"score_gpt":0.1619626494731317,"score_spread":0.1567184213179604,"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."}}