{"id":"W3034788608","doi":"","title":"Petrochemistry-2015: Processing of heavy oils and oil sands","year":2019,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Petroleum; Asphaltene; Extraction (chemistry); Environmental science; Chemistry; Unconventional oil; Light crude oil; Environmental chemistry; Waste management; Pulp and paper industry; Petroleum engineering; Fossil fuel; Geology; Materials science; Organic chemistry; Asphalt","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":[0.0003829439,0.0001477523,0.0003280482,0.0001727103,0.00005819966,0.00005161238,0.0004085743,0.0001131022,0.0001862717],"category_scores_gemma":[0.0005385746,0.0001364143,0.00006322208,0.0004533709,0.0005192788,0.00008068096,0.0003069665,0.0007920163,0.000009381661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003761248,"about_ca_system_score_gemma":0.0001764857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002921331,"about_ca_topic_score_gemma":0.000001530487,"domain_scores_codex":[0.9980428,0.00003411034,0.0003253125,0.0004855579,0.0005716008,0.0005406721],"domain_scores_gemma":[0.9987629,0.0005811055,0.00006745513,0.0003397951,0.00008044236,0.000168294],"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":[0.000126507,0.0001030715,0.01081013,0.001429132,0.00001358834,0.000005231526,0.0003529972,0.000001310442,0.903999,0.00003626863,0.00001814093,0.08310465],"study_design_scores_gemma":[0.0006371583,0.00001451777,0.000133703,0.0006709722,0.000006809327,0.000008247159,0.0003534174,0.001777599,0.994653,0.0008135743,0.0007762667,0.0001547692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873583,0.001184737,0.000005941904,0.0003349091,0.000004195492,0.000004411853,0.00000637226,0.00002033937,0.1248561],"genre_scores_gemma":[0.9903611,0.0002603093,0.0008775285,0.00000891015,0.0000636467,0.00001421894,0.00001837824,0.00002007592,0.008375837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167781,"threshold_uncertainty_score":0.5562813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282137094485128,"score_gpt":0.3465123821659008,"score_spread":0.3236910112210495,"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."}}