{"id":"W199492697","doi":"","title":"Numerical Simulation Study on Parameters related to Athabasca Bitumen Recovery with SAGD","year":2012,"lang":"en","type":"dissertation","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Asphalt; Oil sands; Petroleum engineering; Steam injection; Oil field; Directional drilling; Oil reserves; Environmental science; Oil in place; Geology; Drilling; Engineering; Petroleum; Materials science","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":[0.0003213403,0.0005166659,0.0005005188,0.0006059184,0.0008881408,0.0009104927,0.0006312603,0.001211279,0.002391048],"category_scores_gemma":[0.001156718,0.0001964803,0.0006381433,0.0007004133,0.0007632687,0.0004304947,0.0004971388,0.0007570598,0.0001824183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009331666,"about_ca_system_score_gemma":0.0008774917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04514514,"about_ca_topic_score_gemma":0.0268919,"domain_scores_codex":[0.9998474,0.00003263896,0.000009198379,0.00002066204,0.00003987554,0.00005016197],"domain_scores_gemma":[0.9992868,0.0004019419,0.00008635907,0.00003969395,0.0001386791,0.0000465493],"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":[0.0000843895,0.00006901076,0.006610178,0.00005294777,0.00001074183,0.0002382497,0.00006210717,0.9879401,0.002019378,0.000818619,0.0003471273,0.001747213],"study_design_scores_gemma":[0.00001464289,0.00004480199,0.002001719,0.00001196205,0.000007581664,0.00002323625,0.0001339398,0.9962572,0.0009363124,0.000167756,0.0003906909,0.00001027075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769154,0.0002059405,0.006725314,0.0004004707,0.00004769066,0.00005282904,0.0007767547,0.0001698811,0.0147057],"genre_scores_gemma":[0.9956565,0.00007068614,0.002776335,0.00002406508,0.000003139726,0.00003201596,0.0002704936,0.00001497409,0.001151899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9548548,"threshold_uncertainty_score":0.08976477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238091418374834,"score_gpt":0.2632926276251717,"score_spread":0.2509117134414234,"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."}}