{"id":"W2291294416","doi":"","title":"Book review: Oil sands, heavy oil and bitumen: from recovery to refinery","year":2013,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Asphalt; Unconventional oil; Oil refinery; Refinery; Petroleum engineering; Fossil fuel; Crude oil; Petroleum industry; Environmental science; Waste management; Geology; Engineering; Archaeology; Geography; Environmental engineering","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":[0.0003907696,0.001050525,0.0008859395,0.002679049,0.0007253706,0.002853849,0.001167938,0.001703047,0.1185615],"category_scores_gemma":[0.00175317,0.0003590245,0.0004670192,0.004762763,0.0005738504,0.002643329,0.0008403611,0.001878232,0.0950473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910249,"about_ca_system_score_gemma":0.002779875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007155796,"about_ca_topic_score_gemma":0.02145924,"domain_scores_codex":[0.9995134,0.00003730131,0.0000231657,0.00005984375,0.0003320833,0.00003429371],"domain_scores_gemma":[0.9988066,0.000277743,0.00008380991,0.00003218305,0.0006163162,0.0001833239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004588192,0.000007286858,0.00001774846,0.0002708976,0.000001580642,0.00001022461,0.000007596112,0.00002875828,0.00004070463,0.0005935924,0.9627572,0.03625989],"study_design_scores_gemma":[0.000001879155,0.00000442573,0.0001026363,0.0002690877,0.000002022222,0.00004877191,0.00001118556,0.000009752503,0.00002060386,0.0002435797,0.9992834,0.000002571544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002808264,0.6798871,0.0006933677,0.0287051,0.03931544,0.00008111374,0.001238428,0.0002722849,0.2495262],"genre_scores_gemma":[0.001454272,0.3615153,0.0005678572,0.007372978,0.01187404,0.0000521324,0.0008797629,0.0001232958,0.6161603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1185615,"threshold_uncertainty_score":0.3966278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639251237794643,"score_gpt":0.3268823067101839,"score_spread":0.3004897943322375,"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."}}