{"id":"W2074933510","doi":"10.2118/145054-ms","title":"What Has Been Learned From A Hundred MEOR Applications","year":2011,"lang":"en","type":"article","venue":"SPE Enhanced Oil Recovery Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Microbial enhanced oil recovery; Petroleum engineering; Crude oil; API gravity; Enhanced oil recovery; Environmental science; Geology; Bacteria; Microorganism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003711068,0.0008495406,0.001192567,0.001195698,0.0004304582,0.002403578,0.001145386,0.001707961,0.003797272],"category_scores_gemma":[0.005335578,0.000504428,0.001319388,0.00116844,0.0008504875,0.005447097,0.001067491,0.003122767,0.00174321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009056131,"about_ca_system_score_gemma":0.001989479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592623,"about_ca_topic_score_gemma":0.001784778,"domain_scores_codex":[0.9980561,0.0003870555,0.0002504572,0.0003831328,0.0007344054,0.0001889231],"domain_scores_gemma":[0.9949464,0.002374423,0.0003890167,0.0002089651,0.001845758,0.0002354379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002241573,0.0002192873,0.001319355,0.0253393,0.0001969282,0.000416659,0.0007325839,0.001059903,0.01293059,0.00763502,0.02906824,0.920858],"study_design_scores_gemma":[0.00002527835,0.001144731,0.002015526,0.009013458,0.0002466996,0.001106042,0.001072599,0.0004560227,0.01372046,0.003952444,0.9671515,0.00009520172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00765691,0.9688864,0.003952355,0.007695609,0.002309827,0.00005352847,0.0001111529,0.0001291104,0.009205201],"genre_scores_gemma":[0.02319958,0.9619204,0.00430111,0.004025173,0.001217576,0.00006062764,0.0002023893,0.00005908623,0.005013906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003797272,"threshold_uncertainty_score":0.01962626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0567111966981931,"score_gpt":0.2451157563975995,"score_spread":0.1884045596994064,"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."}}