{"id":"W2801513945","doi":"10.2118/190040-ms","title":"How to Plan a SAGD Project, If You Must…","year":2018,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil sands; Steam-assisted gravity drainage; Petroleum engineering; Steam injection; Asphalt; Reservoir engineering; Oil in place; Engineering; Geology; Petroleum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623626,0.000221641,0.0001936386,0.0001708428,0.00006672282,0.0001129981,0.0002675893,0.0001020436,0.000009195548],"category_scores_gemma":[0.00007649139,0.0002233453,0.00006309113,0.0002375265,0.00004982001,0.0001926961,0.00007789049,0.0001696617,0.0001222414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063262,"about_ca_system_score_gemma":0.00002281802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004643592,"about_ca_topic_score_gemma":0.0002159219,"domain_scores_codex":[0.9988088,0.00002278022,0.0001879521,0.0002990318,0.0002677284,0.0004137144],"domain_scores_gemma":[0.999436,0.00006261136,0.00004489153,0.0002863291,0.00007057012,0.00009958494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004485595,0.0002321317,0.06146317,0.001537976,0.000603347,0.0003673095,0.01622901,0.00300725,0.4534744,0.002785403,0.2054335,0.2544179],"study_design_scores_gemma":[0.0005653098,0.0006038909,0.005413688,0.001784387,0.00003528077,0.000184063,0.0007043314,0.002634818,0.1992643,0.001390552,0.7858936,0.001525769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391879,0.0001438959,0.01602007,0.001468253,0.0006951562,0.0005945737,0.00001577125,0.00220542,0.03966896],"genre_scores_gemma":[0.9648858,0.00004236068,0.03027877,0.0004800252,0.001495116,0.00008726947,0.00001167959,0.0001152413,0.002603714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5804601,"threshold_uncertainty_score":0.9107758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812210532579328,"score_gpt":0.2582560663773976,"score_spread":0.2301339610516043,"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."}}