{"id":"W2082221152","doi":"10.2118/97856-ms","title":"Unlocking the Value in West Sak Heavy Oil","year":2005,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Petroleum; Geology; Petroleum engineering; Drilling; Well drilling; Reef; Environmental science; Mining engineering; Engineering; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005014347,0.0003548759,0.0000992039,0.0006398244,0.001012439,0.001747771,0.0006401294,0.000385715,0.007449585],"category_scores_gemma":[0.000761419,0.0001859123,0.0001514122,0.0006089029,0.001186896,0.001884385,0.003183829,0.0007814819,0.001087205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707637,"about_ca_system_score_gemma":0.004149035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321063,"about_ca_topic_score_gemma":0.04010355,"domain_scores_codex":[0.9997218,0.00004117439,0.00001471016,0.00003744983,0.00009693109,0.00008801872],"domain_scores_gemma":[0.9991457,0.00008822374,0.0001444638,0.00007207028,0.0003289867,0.0002205216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001094286,0.0003307049,0.07527629,0.001474604,0.00005074329,0.006034226,0.008549562,0.00808714,0.1918487,0.06426021,0.019975,0.6230186],"study_design_scores_gemma":[0.00006692491,0.001205448,0.07770953,0.0006778722,0.00006973758,0.001887036,0.03906801,0.008856108,0.0946057,0.02267833,0.7530472,0.0001282066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8198296,0.001654649,0.01416787,0.00627378,0.0003338909,0.0001059242,0.0002531763,0.0002980658,0.1570831],"genre_scores_gemma":[0.9595107,0.001376909,0.00805012,0.0003415185,0.00003644587,0.0000313114,0.0001721011,0.000085403,0.03039551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9867893,"threshold_uncertainty_score":0.02626747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757757934950602,"score_gpt":0.264838352295191,"score_spread":0.247260772945685,"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."}}