{"id":"W2356471688","doi":"","title":"Overview of heavy oil cyclic steam stimulation recovery technology","year":2006,"lang":"en","type":"article","venue":"Special Oil & Gas Reservoirs","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steam injection; Petroleum engineering; Oil production; Exploit; Stimulation; Engineering; Environmental science; Computer science; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001727708,0.000203986,0.000335081,0.0003898005,0.00006385416,0.0000215928,0.0002381976,0.0002244835,0.0002241925],"category_scores_gemma":[0.00005615739,0.0002156182,0.0001167923,0.0007152294,0.00009386047,0.0002365897,0.00006042119,0.000243431,0.00006204757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131213,"about_ca_system_score_gemma":0.00002345677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001730419,"about_ca_topic_score_gemma":0.0002443701,"domain_scores_codex":[0.9986377,0.00003093146,0.0004868972,0.0002647685,0.0002681986,0.0003115158],"domain_scores_gemma":[0.9992853,0.00002876258,0.00009010589,0.0004449392,0.0001079797,0.00004289241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000105317,0.0001459854,0.001052019,0.0005834334,0.00005410858,0.00001269561,0.00005581487,0.02921087,0.0167711,0.001834011,0.03858786,0.9115868],"study_design_scores_gemma":[0.0009511101,0.0003170083,0.003577411,0.0003932551,0.00005783757,0.00002610703,0.00009902658,0.0009839588,0.5386325,0.04851527,0.4056584,0.000788088],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690575,0.0042528,0.00009953124,0.001255004,0.001300266,0.00007949321,0.00003078453,0.001301977,0.1226227],"genre_scores_gemma":[0.9707984,0.01087741,0.004820666,0.00004341808,0.005262351,0.00007164979,0.00007004734,0.0001308206,0.007925179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9107987,"threshold_uncertainty_score":0.8792655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435752050279942,"score_gpt":0.2468101648777231,"score_spread":0.2324526443749237,"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."}}