{"id":"W2789494216","doi":"10.2166/ws.2018.063","title":"Incorporation of the simplified equilibrium temperature approach in a hydrodynamic and water quality model – CE-QUAL-W2","year":2018,"lang":"en","type":"article","venue":"Water Science & Technology Water Supply","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"National Natural Science Foundation of China","keywords":"Calibration; Environmental science; Thermodynamics; Water quality; Term (time); Atmospheric temperature range; Mathematics; Statistics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000777025,0.0008651814,0.0007117955,0.0004488929,0.0004177311,0.0008148351,0.001250891,0.0008268905,0.001560958],"category_scores_gemma":[0.001243195,0.0004055401,0.0009668666,0.0004501115,0.0003092242,0.0008547148,0.0004807924,0.0005975168,0.0002063725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365413,"about_ca_system_score_gemma":0.001593775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07855614,"about_ca_topic_score_gemma":0.04951317,"domain_scores_codex":[0.9997014,0.00009096378,0.00002581262,0.00007016505,0.0000702052,0.00004130033],"domain_scores_gemma":[0.9994652,0.0001434209,0.00006783465,0.00004926523,0.0002365841,0.00003779404],"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":[0.00004394286,0.00005321591,0.002873222,0.00001651177,0.00002960779,0.0000274287,0.000008868405,0.9929744,0.001129076,0.0003662354,0.0002453167,0.002232235],"study_design_scores_gemma":[0.00001690857,0.00001311746,0.0006420134,7.664897e-7,0.000005870213,0.000002053362,0.000002582555,0.9988042,0.0002934117,0.00006224497,0.0001519181,0.000004973388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8596022,0.0001192761,0.1278481,0.0002699967,0.00009835883,0.0002371448,0.002542179,0.001685117,0.007597585],"genre_scores_gemma":[0.981571,0.00004385563,0.01606665,0.00004505889,0.00001345696,0.0001288463,0.001040519,0.0000546366,0.001035854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07855614,"threshold_uncertainty_score":0.1561977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008679759106935277,"score_gpt":0.2235342635267832,"score_spread":0.2148545044198479,"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."}}