{"id":"W2736760117","doi":"10.5006/c2012-01662","title":"Treating Assets in a Diverse System: Lessons Learned from the Bakken Formation","year":2012,"lang":"en","type":"article","venue":"","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Corrosion; Petroleum engineering; Systems engineering; Geology; Engineering; Materials science; Metallurgy","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":[0.001601577,0.0003025918,0.0006086099,0.0006071288,0.001752443,0.002602298,0.001125471,0.001175212,0.003048033],"category_scores_gemma":[0.004824304,0.0001743333,0.0003152764,0.001169309,0.001776316,0.002352635,0.001651104,0.001152227,0.0002134379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00484289,"about_ca_system_score_gemma":0.002987532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2000933,"about_ca_topic_score_gemma":0.3367859,"domain_scores_codex":[0.9991494,0.0004251715,0.00003180862,0.0001056234,0.0001195352,0.0001683865],"domain_scores_gemma":[0.9971992,0.001529629,0.0001821567,0.0001696839,0.0006369788,0.0002824251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006798854,0.001422668,0.3184,0.0006908809,0.00044534,0.007036009,0.01740404,0.3118855,0.004554408,0.1592647,0.01209623,0.1661203],"study_design_scores_gemma":[0.0002435014,0.0008707517,0.2501372,0.0008592749,0.0002307523,0.00120269,0.1291635,0.2999905,0.007708989,0.225898,0.08337059,0.0003241019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723626,0.00174408,0.005324139,0.004722473,0.0000302269,0.0000435059,0.0001964086,0.00001907279,0.01555751],"genre_scores_gemma":[0.9951575,0.0009095971,0.002291681,0.0001706328,0.000008717865,0.000006055719,0.00005821333,0.000007329769,0.00139029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000933,"threshold_uncertainty_score":0.3978573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381365677635805,"score_gpt":0.2750538470935979,"score_spread":0.1369172793300173,"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."}}