{"id":"W2902859303","doi":"","title":"RESERVOIR QUALITY EVALUATION OF THE MERAMEC AND UPPER OSAGE UNITS IN THE ANADARKO BASIN","year":2018,"lang":"en","type":"article","venue":"SHAREOK (University of Oklahoma)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Structural basin; Hydrology (agriculture); Quality (philosophy); Petroleum engineering; Geomorphology; Geotechnical engineering","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":[0.001765264,0.00005919029,0.0001035791,0.0000368829,0.0001992249,0.00001467198,0.0009381711,0.0000495757,0.0001385237],"category_scores_gemma":[0.0003282691,0.00004602617,0.00003101109,0.0005565521,0.0002429557,0.0001966491,0.0003805199,0.00009658276,0.000001744781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228239,"about_ca_system_score_gemma":0.0001316434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232966,"about_ca_topic_score_gemma":0.001845406,"domain_scores_codex":[0.998824,0.0003858511,0.00009026285,0.000184119,0.0004021497,0.000113598],"domain_scores_gemma":[0.9988239,0.0001145767,0.0001243376,0.0005176331,0.0003978367,0.00002169172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198128,0.0007813037,0.4768675,0.0008168273,0.0002371942,0.00005021177,0.1810958,0.0007082798,0.01783943,0.1482453,0.05836314,0.1146753],"study_design_scores_gemma":[0.0005905741,0.00004788705,0.9624051,0.00007021134,0.00001834406,0.000005271951,0.005201609,0.01381821,0.00121102,0.008828688,0.007697976,0.0001050589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701005,0.00003702894,0.0003861809,0.008910728,0.00004393254,0.0001437499,0.0000120976,0.000008324233,0.02035743],"genre_scores_gemma":[0.9989791,0.000002718201,0.0005094223,0.00008282744,0.000009993721,1.975754e-7,0.00000272922,5.915903e-7,0.0004124528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4855377,"threshold_uncertainty_score":0.1876892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680126993193888,"score_gpt":0.2626989488735257,"score_spread":0.1946862495541369,"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."}}