{"id":"W3164284570","doi":"10.11159/rtese21.302","title":"Adverse Effect of Direct Discharge of Hot Spring Tributaries into Rivers on Life Aquatic Ecosystems","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Conference of Recent Trends in Environmental Science and Engineering","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tributary; Spring (device); Aquatic ecosystem; Ecosystem; Environmental science; Freshwater ecosystem; Hot spring; Hydrology (agriculture); Ecology; Geology; Geography; Oceanography; Engineering; Biology","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":[0.0003830023,0.0001019876,0.0001847222,0.0001113084,0.00003738882,0.0000101087,0.0003976805,0.00001999822,0.0001900369],"category_scores_gemma":[0.0001115458,0.00007621483,0.00004562307,0.0002653455,0.0002746035,0.0002243954,0.0005760114,0.00006042594,6.834341e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667486,"about_ca_system_score_gemma":0.000006704832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002214693,"about_ca_topic_score_gemma":0.00002651411,"domain_scores_codex":[0.9988005,0.000004397979,0.0002583913,0.0002020613,0.0006053947,0.0001292406],"domain_scores_gemma":[0.9996812,0.00002286761,0.0001687978,0.00007249668,0.00001011837,0.00004457424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006299718,0.0001177487,0.171538,0.00009407698,0.00003171431,4.673084e-7,0.001155788,0.004245359,0.8095871,0.000747656,0.00001207422,0.01240702],"study_design_scores_gemma":[0.0004605753,0.0002033387,0.1295823,0.0002916738,0.00001997727,0.000001180613,0.0003679693,0.01523305,0.8528806,0.00004079729,0.0007982426,0.0001203184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965988,0.00002782241,0.000004539637,0.0001231558,0.0001014496,0.00007270159,0.000006516492,0.000003204616,0.003061801],"genre_scores_gemma":[0.9995847,0.0001497497,0.0001878488,0.000005086369,0.000004881487,0.000005262537,0.000001076614,0.0000040199,0.00005733366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04329352,"threshold_uncertainty_score":0.3107951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026614392942375,"score_gpt":0.2036734092102862,"score_spread":0.1934072652808625,"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."}}