{"id":"W2333634718","doi":"10.1190/ice2016-6376661.1","title":"Explaining production - a review of unexpected production during the initial appraisal of a organic rich shale play by integrating geology and petrophysics with production. Woodford shale, USA.","year":2016,"lang":"en","type":"review","venue":"International Conference and Exhibition, Barcelona, Spain, 3-6 April 2016","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petrophysics; Oil shale; Production (economics); Geology; Petroleum engineering; Environmental geology; Shale gas; Earth science; Petrology; Mining engineering; Metamorphic petrology; Geotechnical engineering; Paleontology; Hydrogeology; Economics","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":[0.0005220459,0.0005123958,0.00109587,0.000365161,0.000170509,0.00005466165,0.0002972968,0.0001912624,0.0002982182],"category_scores_gemma":[0.0006188158,0.0003250283,0.0001540603,0.0005649859,0.0003913462,0.0005205451,0.0001093369,0.0004415172,0.00001176782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188727,"about_ca_system_score_gemma":0.0002317671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000331003,"about_ca_topic_score_gemma":0.00007948287,"domain_scores_codex":[0.9971299,0.0002479012,0.001093425,0.0006956636,0.0005459668,0.0002871271],"domain_scores_gemma":[0.9977626,0.0001463624,0.000698307,0.0004054503,0.0009010957,0.00008623469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007158879,0.001222433,0.002085891,0.2554174,0.01151804,0.00006215996,0.01241886,0.0005329865,0.05737913,0.005992279,0.02023634,0.6324186],"study_design_scores_gemma":[0.004699187,0.001394308,0.0009477991,0.63728,0.005439666,0.003494748,0.007364916,0.004179989,0.02094724,0.001254448,0.3051147,0.007882931],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04252399,0.9465553,0.004483679,0.001497507,0.001363019,0.001808814,0.0001725631,0.0002080118,0.001387124],"genre_scores_gemma":[0.1150701,0.8829076,0.0001552372,0.00001525159,0.0006449689,0.0002573153,0.0003365233,0.00006218104,0.000550829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6245356,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200378336054184,"score_gpt":0.2757972209823659,"score_spread":0.2557593873769475,"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."}}