{"id":"W3038652283","doi":"10.1155/2020/5921789","title":"Microbially Induced Calcium Carbonate Plugging for Enhanced Oil Recovery","year":2020,"lang":"en","type":"article","venue":"Geofluids","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Natural Science Foundation of Chongqing; National Science Foundation","keywords":"Calcite; Vaterite; Calcium carbonate; Carbonate; Permeability (electromagnetism); Characterisation of pore space in soil; Mineralogy; Chemical engineering; Porosity; Enhanced oil recovery; Geology; Materials science; Chemistry; Composite material; Petroleum engineering; Metallurgy; Membrane","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001292092,0.0002710331,0.0003200269,0.00008064821,0.00006160639,0.00005276488,0.0002741095,0.0001922104,0.00004713227],"category_scores_gemma":[0.0001181194,0.0003137398,0.0001556915,0.0002305721,0.00001856713,0.0002090316,0.00006291437,0.0002418368,0.00005198748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362259,"about_ca_system_score_gemma":0.000048622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002043035,"about_ca_topic_score_gemma":0.00001319043,"domain_scores_codex":[0.9986529,0.00001690285,0.0003340744,0.0003395517,0.0001318118,0.0005247525],"domain_scores_gemma":[0.9994161,0.00008654181,0.0000348575,0.0002489842,0.00006938807,0.0001441433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000357236,0.000006070253,0.000004206745,0.0001760449,0.00004536735,0.000003105394,0.0002279485,0.001165735,0.9660158,0.00006888661,0.004266032,0.02798515],"study_design_scores_gemma":[0.0003881981,0.0001300055,0.00002252171,0.00006535835,0.00002007357,0.000001880596,0.00001796511,0.003248671,0.9773175,0.0002605168,0.01812776,0.0003995348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7702742,0.0007088538,0.1737777,0.0004817943,0.001404678,0.0004376561,0.0001243941,0.004331298,0.04845949],"genre_scores_gemma":[0.9870887,0.0002231986,0.01054543,0.0009284646,0.0004090926,0.0001858681,0.00004104176,0.0001405944,0.0004375743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168146,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356461351101066,"score_gpt":0.2336409429284331,"score_spread":0.2100763294174224,"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."}}