{"id":"W2042786596","doi":"10.1306/12010303071","title":"Integration of geology, petrophysics, and reservoir engineering for characterization of carbonate reservoirs through Pickett plots","year":2004,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Petrophysics; Geology; Reservoir modeling; Carbonate; Petrology; Geochemistry; Petroleum engineering; Geotechnical engineering; Porosity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005864009,0.0005169839,0.0002810152,0.005309328,0.0003389698,0.0007045641,0.00026961,0.0002531914,0.002293646],"category_scores_gemma":[0.002256551,0.0001602901,0.0003151823,0.001962467,0.0002320123,0.0006148515,0.0003657035,0.0003579601,0.0003955143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592373,"about_ca_system_score_gemma":0.0002736496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003848809,"about_ca_topic_score_gemma":0.006904312,"domain_scores_codex":[0.9997471,0.00005060724,0.00002092901,0.00004353249,0.000108479,0.0000292921],"domain_scores_gemma":[0.9979789,0.001150784,0.0002548676,0.0001307749,0.0003890132,0.00009573124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001199512,0.0003148249,0.2484894,0.0004214767,0.0002242176,0.001351038,0.0009362148,0.04158261,0.3668549,0.004326201,0.001294047,0.3330055],"study_design_scores_gemma":[0.00003938925,0.0004841324,0.3443749,0.0000551608,0.0000900779,0.0008697727,0.0005635719,0.414137,0.2304308,0.002249112,0.006556776,0.0001493495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7238817,0.0003039992,0.266295,0.00005117853,0.00002675924,0.0001785204,0.001594424,0.003932367,0.003736083],"genre_scores_gemma":[0.865962,0.0001257441,0.1320397,0.00001466434,0.00001047945,0.00009445433,0.0005728565,0.0001470406,0.001032954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005309328,"threshold_uncertainty_score":0.007673025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186546233850882,"score_gpt":0.2127608874441786,"score_spread":0.2008954251056698,"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."}}