{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480103,0.0002682193,0.0004021546,0.0002974036,0.0004800258,0.0009578089,0.0002370241,0.0003617295,0.002534048],"category_scores_gemma":[0.0006134564,0.0001197821,0.0007798189,0.0004721759,0.0003004983,0.0003315323,0.000833712,0.0003766587,0.0002986339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005949782,"about_ca_system_score_gemma":0.0005732223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006049376,"about_ca_topic_score_gemma":0.01239141,"domain_scores_codex":[0.9997228,0.00006881688,0.00003155532,0.00005170906,0.00007451162,0.0000506685],"domain_scores_gemma":[0.9994847,0.0001120925,0.00009614634,0.00002426668,0.0001657977,0.0001169733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003255761,0.00112214,0.6556662,0.001747806,0.0007999189,0.005384191,0.002109649,0.007759452,0.2660728,0.0006020131,0.00288111,0.05259898],"study_design_scores_gemma":[0.00006657399,0.003464867,0.9506764,0.00008315829,0.0003587897,0.0008125239,0.003355136,0.003906456,0.02960463,0.0006815037,0.006929733,0.00006011562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977428,0.000367165,0.0001546822,0.00007870424,0.00002745643,0.00001303407,0.0003077898,0.00001914028,0.001289273],"genre_scores_gemma":[0.9963722,0.0006537132,0.0002816048,0.0001139411,0.00001407733,0.00002001723,0.0005506597,0.000009455253,0.001984256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006049376,"threshold_uncertainty_score":0.01202834,"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."}}