{"id":"W2030281446","doi":"10.2118/170879-ms","title":"Carmon Creek Thermal Field Development Project","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Steam injection; Environmental science; Petroleum engineering; Waste management; Electricity generation; Petroleum; Asphalt; Steam-assisted gravity drainage; Produced water; Steam drum; Liquefied petroleum gas; Natural gas; Environmental engineering; Oil sands; Geology; Engineering; Materials science; Superheated steam; Boiler (water heating)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002124968,0.0001034302,0.0001238949,0.00005123027,0.0000503653,0.00004947294,0.00006609542,0.0001121618,0.0000344718],"category_scores_gemma":[0.00005751847,0.0001013391,0.00002396321,0.0000819212,0.00001862807,0.0001210332,0.00002556458,0.0001638915,0.00001059018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001512169,"about_ca_system_score_gemma":0.00001320284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372802,"about_ca_topic_score_gemma":0.00002364352,"domain_scores_codex":[0.9993938,0.00002600656,0.000162636,0.0001374199,0.0001157004,0.0001644323],"domain_scores_gemma":[0.9997043,0.00006855869,0.00001234236,0.0001166002,0.00004560841,0.00005256406],"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":[0.0001138699,0.0001257964,0.003235026,0.0006318775,0.00008591649,0.00001979483,0.002629467,0.09366308,0.1330435,0.01317106,0.01695545,0.7363251],"study_design_scores_gemma":[0.002558939,0.001102201,0.05127008,0.0005619072,0.00005771596,0.00004670657,0.0006076676,0.5707477,0.1652883,0.005487761,0.1999963,0.002274748],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860682,0.00005003618,0.3008601,0.00008871034,0.0000717958,0.0001290088,0.000003470182,0.000493094,0.0122355],"genre_scores_gemma":[0.9833998,0.00004243531,0.01630484,0.00004421596,0.00007333156,0.00001899261,0.00001377454,0.00001232595,0.00009029616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340504,"threshold_uncertainty_score":0.4132488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564617504438067,"score_gpt":0.2760992433832749,"score_spread":0.2504530683388942,"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."}}