{"id":"W4200305853","doi":"10.2118/205575-ms","title":"Heavy Oil Polymer Pilot with Active Bottom Water Drive – A Success Story","year":2021,"lang":"en","type":"article","venue":"","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Petroleum engineering; Flood myth; Environmental science; Enhanced oil recovery; Engineering; Geology; Oceanography; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008237443,0.0003806518,0.0002465058,0.0002913926,0.0008672197,0.001126283,0.0005378195,0.0009472606,0.001621378],"category_scores_gemma":[0.0005639314,0.0001257137,0.0002359281,0.0001775663,0.000488409,0.0008557396,0.0008472892,0.001044897,0.0008834254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101776,"about_ca_system_score_gemma":0.0006743531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212054,"about_ca_topic_score_gemma":0.002894461,"domain_scores_codex":[0.9994579,0.00006228578,0.00001694588,0.00004222746,0.0002943268,0.0001264259],"domain_scores_gemma":[0.9996136,0.0000416526,0.00002252883,0.00002822837,0.0001528735,0.0001411176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001565028,0.006363873,0.01832985,0.001024733,0.00009795649,0.01540987,0.003040499,0.004825656,0.4927442,0.006108511,0.01616562,0.4343242],"study_design_scores_gemma":[0.0003675707,0.03541073,0.03133811,0.0002107872,0.0001112711,0.005495131,0.009168416,0.01513013,0.7083953,0.00297619,0.1912214,0.0001749637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552083,0.001118862,0.01197718,0.004762818,0.0002824544,0.0004718129,0.0002026249,0.0005847565,0.02539117],"genre_scores_gemma":[0.9610656,0.001714635,0.01107042,0.0005300675,0.00008710692,0.0001195499,0.0002920354,0.000102116,0.02501849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001621378,"threshold_uncertainty_score":0.005424023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006550250639625059,"score_gpt":0.2084648065369135,"score_spread":0.2019145558972885,"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."}}