{"id":"W1968677365","doi":"10.2118/145437-ms","title":"Failure to Produce: An Investigation of Deficiencies in Production Attainment","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Production (economics); Accountability; Root cause analysis; Business; Fossil fuel; Point (geometry); Operations management; Computer science; Risk analysis (engineering); Economics; Engineering; Forensic engineering; Microeconomics; Political science; Mathematics; Waste management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003281357,0.00008632878,0.0001147229,0.0001387049,0.00001836924,0.000009881794,0.00005791351,0.00007182866,0.00001310675],"category_scores_gemma":[0.00006490713,0.00008394255,0.00001283703,0.0002537426,0.00004076108,0.0002808724,0.00001734309,0.0001028306,0.000002373464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002470323,"about_ca_system_score_gemma":0.0000110032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002284184,"about_ca_topic_score_gemma":0.00005454985,"domain_scores_codex":[0.9993563,0.00002949751,0.0002050369,0.0001728112,0.000114932,0.0001213745],"domain_scores_gemma":[0.9996826,0.000009579404,0.00001821466,0.0001462518,0.0000785565,0.0000648057],"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":[0.00008243074,0.0001241952,0.01751371,0.000394956,0.00001000523,0.000003953534,0.01417294,0.1699561,0.7725367,0.01111757,0.0006501173,0.01343736],"study_design_scores_gemma":[0.0005422449,0.0009381594,0.3819568,0.0004146978,0.00002009417,0.00001663368,0.003473378,0.03184923,0.5622861,0.0174965,0.0002985745,0.0007075957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826345,0.00002024602,0.01655226,0.0001193064,0.0000446298,0.0002003648,0.000004178248,0.0001332927,0.0002912203],"genre_scores_gemma":[0.9784725,0.00001928596,0.02142242,0.000008975883,0.00002557731,0.00002360501,0.000009146066,0.000008103183,0.00001033824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3644431,"threshold_uncertainty_score":0.3423078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526169361785076,"score_gpt":0.2720744187522882,"score_spread":0.2268127251344375,"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."}}