{"id":"W3134142404","doi":"10.3390/pollutants1010006","title":"Pollutants—Focus on Solving Environmental Pollution Problems","year":2021,"lang":"en","type":"article","venue":"Pollutants","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pollutant; Environmental science; Pollution; Natural (archaeology); Environmental protection; Contamination; Water pollution; Air pollution; Environmental chemistry; Environmental engineering; Ecology; Chemistry; Geography; 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":[0.002321853,0.001202826,0.001232764,0.001606252,0.001421918,0.005085349,0.001656827,0.003172535,0.01000857],"category_scores_gemma":[0.002541164,0.0002895805,0.0008653183,0.002323731,0.004403343,0.007786488,0.004618863,0.004639172,0.004438811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819235,"about_ca_system_score_gemma":0.004545842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078254,"about_ca_topic_score_gemma":0.002300354,"domain_scores_codex":[0.9983724,0.0005049981,0.00006654932,0.0003386544,0.0005547515,0.0001627295],"domain_scores_gemma":[0.9982133,0.0006463571,0.0001208481,0.0001765545,0.0006170883,0.0002258484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006511009,0.0002949465,0.0008672579,0.003585939,0.0001001756,0.0002179631,0.0007974527,0.003134976,0.002998737,0.5009181,0.1272821,0.3597373],"study_design_scores_gemma":[0.0000144336,0.000124196,0.0004322549,0.0008713824,0.00003418069,0.0002214411,0.0007912149,0.001468882,0.001379374,0.1794378,0.8151993,0.00002554694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.008212727,0.4558243,0.1027393,0.1986024,0.02094023,0.0002132081,0.0002911255,0.0006322722,0.2125445],"genre_scores_gemma":[0.09876347,0.6320835,0.07470596,0.05038875,0.01904113,0.0002155746,0.000454096,0.0004625217,0.123885],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01000857,"threshold_uncertainty_score":0.03348202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099052632696589,"score_gpt":0.2435607285723699,"score_spread":0.222570202245404,"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."}}