{"id":"W3119087650","doi":"10.1139/er-2020-0082","title":"Ecological effects and causal synthesis of oil sands activity impacts on river ecosystems: water synthesis review","year":2021,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Victoria; Wilfrid Laurier University; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; Alberta Environment and Parks","keywords":"Oil sands; Environmental science; Tributary; Benthic zone; Water quality; Watershed; Pollution; Aquatic ecosystem; Groundwater; Hydrology (agriculture); Ecology; Asphalt; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004638538,0.0002828825,0.001031412,0.00002704051,0.00009366774,0.00001842964,0.0001275124,0.0001196809,0.001211827],"category_scores_gemma":[0.0005651629,0.0001804601,0.0003081603,0.00005662994,0.0001056595,0.00008256902,0.0001022697,0.0001750751,0.0001788653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309206,"about_ca_system_score_gemma":0.00001215635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009087697,"about_ca_topic_score_gemma":0.000004849573,"domain_scores_codex":[0.9983224,0.0002846815,0.0004156695,0.000454104,0.0002461328,0.0002769963],"domain_scores_gemma":[0.998799,0.0004171048,0.0002142825,0.0004227278,0.000001551646,0.0001453924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001632772,0.0004421552,0.002482638,0.008757575,0.000136577,0.00006265524,0.00003248754,2.819154e-7,0.5065232,4.035491e-7,0.0003898079,0.4811559],"study_design_scores_gemma":[0.0001829097,0.00003402846,0.002225131,0.009841644,0.000807882,0.00004107695,0.00001304041,0.00002442951,0.8842348,0.000002757258,0.1022658,0.0003264759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986703,0.09635016,0.000002137284,0.0001831213,0.00002520634,0.00002199045,0.00002559026,0.00001712599,0.004704329],"genre_scores_gemma":[0.7735576,0.2246852,0.00005431611,0.000155407,0.00003953959,0.0000910046,0.00001340841,0.00001632595,0.001387203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808294,"threshold_uncertainty_score":0.9997012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091529432793197,"score_gpt":0.2367434707239752,"score_spread":0.2258281763960432,"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."}}