{"id":"W2800394279","doi":"10.7939/r3t14tx7k","title":"Life Cycle Assessment of Transportation Fuels from Canada’s Oil Sands through Development of Theoretical Engineering Models","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Oil sands; Petroleum; Life-cycle assessment; Fossil fuel; Environmental science; Engineering; Forensic engineering; Waste management; Asphalt; Geology; Economics; Geography; Archaeology; Production (economics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002388868,0.00008544666,0.0002357225,0.00002931251,0.00003539968,0.000003456592,0.0001883356,0.00005964241,0.0006235459],"category_scores_gemma":[0.000009247864,0.00009544613,0.00006149948,0.00006921958,0.00005417108,0.0002461904,0.00001989438,0.00006695414,1.581574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001948047,"about_ca_system_score_gemma":0.0006525809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05007244,"about_ca_topic_score_gemma":0.00877679,"domain_scores_codex":[0.9993929,0.000008669597,0.0001877358,0.0001332463,0.0001844868,0.00009297396],"domain_scores_gemma":[0.999527,0.000116696,0.0001279909,0.0001318337,0.00002135743,0.00007513881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008440213,0.00182522,0.1005105,0.007594319,0.005249017,0.00003572769,0.08195209,0.3099261,0.2624877,0.191301,0.002058801,0.0362155],"study_design_scores_gemma":[0.004180834,0.00006184724,0.02236579,0.001641695,0.0009135601,6.276658e-7,0.006829267,0.5492977,0.396521,0.002758981,0.01417836,0.001250351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418977,0.00002967823,0.004721918,0.0001652214,0.000009007801,0.000002186242,0.00002656396,0.00001138469,0.05313636],"genre_scores_gemma":[0.9863378,0.00001565057,0.01282985,0.00001830958,0.000008226975,6.033786e-8,0.00017431,0.000007809634,0.000607943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2393716,"threshold_uncertainty_score":0.9562532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004701368435548471,"score_gpt":0.1687847388764042,"score_spread":0.1640833704408557,"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."}}