{"id":"W2096660079","doi":"10.2166/wqrj.2005.032","title":"Investigation of Cause in Pulp and Paper Environmental Effects Monitoring","year":2005,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada); Impact; University of New Brunswick; University of Saskatchewan; Natural Resources Canada; Environment and Climate Change Canada","funders":"","keywords":"Benthos; Environmental science; Eutrophication; Environmental resource management; Fish <Actinopterygii>; Computer science; Ecology; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005883629,0.0004634419,0.0004382235,0.007239176,0.001527908,0.002398628,0.001292578,0.0005188242,0.002091145],"category_scores_gemma":[0.00675682,0.0002325566,0.0004398731,0.005026203,0.001128299,0.000676106,0.001863642,0.0005393375,0.0001571726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115148,"about_ca_system_score_gemma":0.01613527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3312122,"about_ca_topic_score_gemma":0.5464509,"domain_scores_codex":[0.9928161,0.001023964,0.0003570953,0.0005682592,0.004832276,0.0004023843],"domain_scores_gemma":[0.9886854,0.0025798,0.002553797,0.0004737066,0.005403408,0.0003038298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003172029,0.0002495017,0.6046141,0.002249894,0.0002246981,0.001100479,0.006541019,0.00463438,0.01916572,0.006317081,0.003839757,0.3507461],"study_design_scores_gemma":[0.00001460815,0.0004259149,0.9330859,0.0006322729,0.0001695863,0.00022914,0.01293336,0.002391095,0.01781215,0.001890323,0.03036028,0.00005552364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8159214,0.006635307,0.04520306,0.001640085,0.0001472903,0.003751218,0.00449736,0.0004142873,0.12179],"genre_scores_gemma":[0.9651294,0.00203971,0.02013544,0.0002238811,0.00001746208,0.000282355,0.000827865,0.00001900615,0.01132487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3312122,"threshold_uncertainty_score":0.6585686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869826172611568,"score_gpt":0.3578019342773542,"score_spread":0.2891036725512385,"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."}}