{"id":"W3122538481","doi":"10.1306/m76870c5","title":"The Role of Shale Pore Structure on the Sensitivity of Wire-Line Logs to Overpressure","year":2001,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Overpressure; Petroleum engineering; Oil shale; Drilling; Geology; Mining engineering; Pore water pressure; Engineering; Geotechnical engineering; Mechanical engineering; Paleontology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005675122,0.0003410241,0.0007007084,0.0001340543,0.00006254602,0.00001220757,0.0002873549,0.0002454114,0.00002167701],"category_scores_gemma":[0.0002482588,0.0002474329,0.0002259026,0.00005323476,0.0002368478,0.0000145584,0.00007134315,0.0005197659,0.00000394852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669652,"about_ca_system_score_gemma":0.00003811975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348932,"about_ca_topic_score_gemma":0.0002231368,"domain_scores_codex":[0.9983302,0.00006389272,0.0005270888,0.000221918,0.000547773,0.0003091203],"domain_scores_gemma":[0.9974506,0.0009552909,0.0008145162,0.0005125671,0.0002079316,0.00005909236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001253589,0.00002913376,0.003590083,0.0001613475,0.00178889,0.00001510699,0.0007451759,0.8635506,0.0100867,0.0670806,0.002271181,0.05055581],"study_design_scores_gemma":[0.001582277,0.002315138,0.0128407,0.00170374,0.001303332,0.00003646666,0.001029701,0.1700311,0.05773456,0.02242465,0.7255703,0.003428035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07376873,0.0007033172,0.002407161,0.000579314,0.00075611,0.000643339,0.001198581,0.0003578841,0.9195856],"genre_scores_gemma":[0.9590964,0.00009230184,0.00006440481,0.00004959794,0.0001341992,0.000005252928,0.00002714944,0.00006129657,0.04046937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8853277,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004441900632847269,"score_gpt":0.1832383964493328,"score_spread":0.1787964958164855,"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."}}