{"id":"W2778807482","doi":"10.1016/j.envpol.2017.11.091","title":"Opportunistic disease in yellow perch in response to decadal changes in the chemistry of oil sands-affected waters","year":2017,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Suncor Energy Incorporated; Canadian Natural Resources Limited","keywords":"Perch; Oil sands; Tailings; Environmental science; Environmental chemistry; Fish <Actinopterygii>; Biology; Fishery; Chemistry; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001307212,0.0001389626,0.0002356741,0.0003296731,0.0003788388,0.0003746188,0.000141441,0.000374948,0.0007003263],"category_scores_gemma":[0.0003373165,0.0002053457,0.0001935838,0.0001901934,0.0002686757,0.0001785244,0.0003960772,0.0002709337,0.0001580739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488354,"about_ca_system_score_gemma":0.0002345782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009309774,"about_ca_topic_score_gemma":0.02284876,"domain_scores_codex":[0.9999088,0.000009751127,0.000005707746,0.00002831135,0.00001367188,0.00003371933],"domain_scores_gemma":[0.9996943,0.00002569281,0.0001047783,0.00001902542,0.00005112009,0.0001050702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114997,0.0001234217,0.933052,0.00001948831,0.00006183526,0.0003681016,0.0004341513,0.0001976592,0.06157704,0.00002759727,0.0001399338,0.002883808],"study_design_scores_gemma":[0.000003499218,0.0001613918,0.9986051,0.00000123586,0.000005662809,0.00006527313,0.0002897034,0.00007938909,0.0006910952,0.00001001549,0.00008558056,0.000002134444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997576,0.00001617259,0.00001339767,0.000007859075,0.000001590895,0.000002855928,0.00005633431,7.889703e-7,0.0001434946],"genre_scores_gemma":[0.9993122,0.00003403284,0.00003431776,0.00001922668,0.000002744414,0.000007033475,0.0001275913,8.206087e-7,0.0004620371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009309774,"threshold_uncertainty_score":0.01851118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118627239180278,"score_gpt":0.2401087429608319,"score_spread":0.2282460190428041,"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."}}