{"id":"W2042835343","doi":"10.2118/97781-ms","title":"Leveraging a New Energy Source To Enhance Heavy-Oil and Oil-Sands Production","year":2005,"lang":"en","type":"article","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Asphalt; Unconventional oil; Synthetic crude; Petroleum engineering; Environmental science; Natural gas; Fossil fuel; Petroleum; Energy source; Steam-assisted gravity drainage; Production (economics); Steam injection; Energy supply; Geothermal gradient; Waste management; Geology; Energy (signal processing); Engineering; Geography; Archaeology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001777372,0.0002607778,0.0001782162,0.0007925074,0.0004793559,0.0006970085,0.0005888891,0.0003394752,0.005128962],"category_scores_gemma":[0.000166013,0.00009958605,0.000174925,0.0005540187,0.0002522214,0.000406765,0.0005274862,0.0002395183,0.0008610254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00080415,"about_ca_system_score_gemma":0.001018521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007651549,"about_ca_topic_score_gemma":0.04006803,"domain_scores_codex":[0.9998711,0.000008986026,0.000004236015,0.00001383797,0.0000815786,0.00002015589],"domain_scores_gemma":[0.9999126,0.000009795923,0.000009477535,0.00001183454,0.00003678725,0.00001936139],"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":[0.0004618759,0.0005994927,0.006747838,0.0005475899,0.00004934273,0.001212298,0.00018028,0.009850515,0.7261141,0.006978506,0.005992203,0.241266],"study_design_scores_gemma":[0.000185251,0.0008017659,0.01861056,0.0001004616,0.0001396226,0.0008825581,0.0002782342,0.03054263,0.7384197,0.00336546,0.2066148,0.000058961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729309,0.001897945,0.03746812,0.001302231,0.0002988537,0.0002439255,0.0003834884,0.001372058,0.08410235],"genre_scores_gemma":[0.9498633,0.0008606176,0.02462266,0.0001147322,0.00003285151,0.00004455682,0.0002940677,0.00007533616,0.0240919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007651549,"threshold_uncertainty_score":0.01715803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00768012801222419,"score_gpt":0.2353159257733307,"score_spread":0.2276357977611065,"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."}}