{"id":"W2561270275","doi":"10.1002/2016ef000484","title":"Environmental consequences of oil production from oil sands","year":2016,"lang":"en","type":"article","venue":"Earth s Future","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey","keywords":"Oil sands; Environmental science; Extraction (chemistry); Oil production; Unconventional oil; Oil reserves; Work (physics); Fossil fuel; Crude oil; Environmental protection; Petroleum; Petroleum engineering; Geology; Geography; Waste management; Asphalt; Engineering; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688431,0.0002538568,0.0001009407,0.0007404076,0.0003831345,0.0007083143,0.0002080594,0.0001627113,0.001535658],"category_scores_gemma":[0.0004890542,0.00008546117,0.0003009031,0.0008644439,0.000427086,0.0002835317,0.0004207478,0.000181737,0.0002012738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002861055,"about_ca_system_score_gemma":0.001625572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3043912,"about_ca_topic_score_gemma":0.3757825,"domain_scores_codex":[0.9998522,0.000009216916,0.000005081392,0.00001265989,0.00007302234,0.00004776931],"domain_scores_gemma":[0.9997502,0.00003874842,0.00006653683,0.0000105806,0.0001027795,0.00003123987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002732218,0.00004626748,0.8607053,0.00009394302,0.0001116439,0.0007302118,0.00009698158,0.1066163,0.008689498,0.001644886,0.001062538,0.01992927],"study_design_scores_gemma":[0.00001304102,0.0001074304,0.913667,0.00004273426,0.0000824276,0.0003384011,0.0009682898,0.06003548,0.01645739,0.001803762,0.006451674,0.00003239785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941649,0.0001218905,0.0003915701,0.00006847281,0.0000029091,0.000005918625,0.001138902,0.00001578094,0.004089684],"genre_scores_gemma":[0.9983694,0.0001381813,0.0001568556,0.000005519229,9.939563e-7,0.000001766577,0.0004458852,0.000002572747,0.0008789776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956088,"threshold_uncertainty_score":0.6052389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005096883969415066,"score_gpt":0.1914933208154982,"score_spread":0.1863964368460831,"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."}}