{"id":"W1982429727","doi":"10.2118/0413-0028-jpt","title":"Openhole, Multistage Fracturing Holds Big Potential in Argentina","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Petroleum 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":[0.0002110889,0.0001797269,0.000427009,0.001376944,0.00004112966,0.00005175476,0.00048692,0.0002840785,0.0002175468],"category_scores_gemma":[0.00006255465,0.0001510941,0.0001683092,0.0003964751,0.00005800635,0.0002117444,0.00007488091,0.0009071964,0.00009332209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075738,"about_ca_system_score_gemma":0.00001928264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008872602,"about_ca_topic_score_gemma":0.00004122289,"domain_scores_codex":[0.9986125,0.00002347697,0.0006147933,0.0001329994,0.000221904,0.0003943614],"domain_scores_gemma":[0.999378,0.0000206192,0.000170008,0.0002639788,0.00007338235,0.00009407113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001425436,0.0001438219,0.0102966,0.00007929611,0.0002859755,0.0008286522,0.00008324489,0.9006444,0.05616184,0.00001790462,0.001872784,0.02957125],"study_design_scores_gemma":[0.009629089,0.0008266495,0.232639,0.0007981204,0.0003989716,0.002318844,0.002312893,0.4343797,0.195204,0.003878724,0.1153139,0.002300058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817604,0.000993602,0.01475227,0.0009906351,0.000496362,0.00004967887,0.000001111223,0.0001167258,0.0008392212],"genre_scores_gemma":[0.9978921,0.0002409691,0.001304964,0.00002460368,0.0001911712,0.000007201128,7.981046e-7,0.00003137745,0.0003067914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662647,"threshold_uncertainty_score":0.6161438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004160589296136779,"score_gpt":0.1938840561060716,"score_spread":0.1897234668099348,"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."}}