{"id":"W2596331705","doi":"10.1016/j.scitotenv.2017.03.079","title":"Assessment of multi-trophic changes in a shallow boreal lake simultaneously exposed to climate change and aerial deposition of contaminants from the Athabasca Oil Sands Region, Canada","year":2017,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University; Queen's University","funders":"Environment and Climate Change Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Association of Petroleum Producers","keywords":"Oil sands; Trophic level; Environmental science; Deposition (geology); Climate change; Boreal; Taiga; Hydrology (agriculture); Ecology; Physical geography; Geology; Oceanography; Geography; Sediment; Geomorphology; Asphalt; Biology; Geotechnical engineering","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":[0.0001934674,0.0002739817,0.0003094067,0.0007513547,0.001894055,0.0007836516,0.0004087016,0.0002980164,0.0004171563],"category_scores_gemma":[0.0002642721,0.0001919837,0.0003755406,0.001185656,0.0004249709,0.0002710869,0.000545015,0.0002370831,0.00005825326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006796695,"about_ca_system_score_gemma":0.005018318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362969,"about_ca_topic_score_gemma":0.9715152,"domain_scores_codex":[0.9998429,0.00001078028,0.000007937316,0.00002345918,0.00005081648,0.00006408655],"domain_scores_gemma":[0.9997666,0.00001321668,0.00003202951,0.000004903647,0.0001171084,0.00006600558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825057,0.00008235322,0.9847758,0.00002866407,0.0001167868,0.0003787591,0.0007364474,0.001052431,0.009299302,0.00005930317,0.0001666992,0.003021014],"study_design_scores_gemma":[0.00000306341,0.00003415095,0.9972413,0.000002622834,0.00002775301,0.00003321023,0.001125002,0.001056237,0.000294233,0.000008469348,0.000169186,0.000004857892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994605,0.00002189125,0.00003481229,0.00001368368,0.000001070136,0.000005582272,0.0001902697,0.000001911175,0.0002703968],"genre_scores_gemma":[0.9994411,0.00003230309,0.00009559295,0.0000118343,8.838449e-7,0.000004146009,0.0001699037,8.95436e-7,0.000243428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06370306,"threshold_uncertainty_score":0.1281564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841303512598966,"score_gpt":0.2062845942133908,"score_spread":0.1878715590874012,"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."}}