{"id":"W162859","doi":"10.2166/wqrj.2002.016","title":"Assessing Metal Mine Effects using Benthic Invertebrates for Canada's Environmental Effects Program","year":2002,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Acadia University; Environment and Climate Change Canada","funders":"Fisheries and Oceans Canada; Université de Montréal","keywords":"Benthic zone; Invertebrate; Environmental science; Effluent; Fish <Actinopterygii>; Habitat; Component (thermodynamics); Ecology; Environmental resource management; Fishery; Environmental engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00160227,0.0002660171,0.0001472701,0.001492559,0.001833831,0.0006443879,0.0007131304,0.0001640898,0.00127844],"category_scores_gemma":[0.002266987,0.0001257318,0.0001984563,0.001026331,0.0003606384,0.0001825919,0.0006856667,0.000262495,0.0001054058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040756,"about_ca_system_score_gemma":0.01775903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9051246,"about_ca_topic_score_gemma":0.9822084,"domain_scores_codex":[0.9988098,0.0001972627,0.00003943726,0.00007386241,0.0007778215,0.0001017674],"domain_scores_gemma":[0.9972498,0.0001879175,0.0002859726,0.00009875676,0.001815261,0.000362151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000530127,0.0004516695,0.8731956,0.0001994594,0.0001412151,0.0001613046,0.000606271,0.00329293,0.0102093,0.001370159,0.006183864,0.1036581],"study_design_scores_gemma":[0.00002738957,0.000392727,0.9857591,0.00003341664,0.00006210549,0.00002587451,0.0006545568,0.002040877,0.004432019,0.0002221135,0.006335781,0.00001412551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471818,0.0006610145,0.00827513,0.0009692713,0.0000312476,0.001701319,0.01145017,0.0002427536,0.02948731],"genre_scores_gemma":[0.9628607,0.0005061601,0.02297089,0.0003697818,0.00001040114,0.0005800161,0.003113444,0.00001223403,0.009576343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0948754,"threshold_uncertainty_score":0.1908682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259542200357485,"score_gpt":0.3879689612754942,"score_spread":0.2620147412397457,"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."}}