{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003015242,0.00008380785,0.00008392055,0.00006077647,0.00002657512,0.00002921915,0.0001203498,0.00004348081,0.000118466],"category_scores_gemma":[0.00003955811,0.00006080751,0.00002934834,0.0001925342,0.000007778566,0.00008024074,0.00001429368,0.0001554749,0.00006401944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004868939,"about_ca_system_score_gemma":0.000004658503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003395903,"about_ca_topic_score_gemma":0.00003622894,"domain_scores_codex":[0.9994786,0.00002817548,0.0001513574,0.00007471642,0.00009414155,0.0001729707],"domain_scores_gemma":[0.9996326,0.0001344811,0.000005395017,0.0001869256,0.000008091502,0.00003248115],"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":[8.594865e-7,0.000003285435,0.0002935425,0.000009896925,0.000003758121,6.624455e-7,0.0001295332,0.9853883,0.0002097009,0.0009871783,0.0003608976,0.01261242],"study_design_scores_gemma":[0.0001605284,0.000002377109,0.001925049,0.00001251288,0.000001349482,0.000001719378,0.00002383942,0.9468592,0.001324829,0.00004333584,0.04956042,0.00008482661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766266,0.0009508499,0.1194837,0.001086907,0.0005314502,0.00006312132,9.787658e-7,0.0007463846,0.10051],"genre_scores_gemma":[0.9747349,0.00005623568,0.02334086,0.00006496802,0.0001837992,0.000006804637,9.186728e-7,0.00002088413,0.001590611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981083,"threshold_uncertainty_score":0.2479658,"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."}}