{"id":"W4389109633","doi":"10.1007/s11001-023-09533-0","title":"Integrated geophysical and petrophysical characterization of Upper Jurassic carbonate reservoirs from Penobscot field, Nova Scotia: a case study","year":2023,"lang":"en","type":"article","venue":"Marine Geophysical Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Facies; Petrophysics; Geology; Carbonate; Oil shale; Mineralogy; Petrology; Reservoir modeling; Hydrocarbon exploration; Porosity; Geomorphology; Paleontology; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001853754,0.0002932003,0.0002520923,0.001731422,0.0009122933,0.0008219289,0.0005236316,0.0003680231,0.0007053626],"category_scores_gemma":[0.0007384134,0.0002307853,0.0002389312,0.002577606,0.0005778725,0.0002417174,0.0007789684,0.0002019187,0.0001161338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00430466,"about_ca_system_score_gemma":0.004651433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9099188,"about_ca_topic_score_gemma":0.9692513,"domain_scores_codex":[0.9997994,0.00001372613,0.00001482329,0.00003802773,0.00005306588,0.00008101456],"domain_scores_gemma":[0.9994947,0.00006626497,0.00009787577,0.0000342914,0.0002207941,0.00008612122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002069102,0.00008923003,0.9670638,0.000100307,0.00009079776,0.004741634,0.002614904,0.003284227,0.008637077,0.000310402,0.0005937744,0.012267],"study_design_scores_gemma":[0.000006212657,0.00001965142,0.9946721,0.00002460296,0.00002203547,0.0003258118,0.002277871,0.001487601,0.0003911723,0.00002391927,0.0007409666,0.00000800653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976699,0.00009106698,0.00009663956,0.00002976462,0.000001560738,0.00002918558,0.0006307129,0.000005100213,0.001446051],"genre_scores_gemma":[0.9984157,0.00008542972,0.0002521261,0.00001495554,0.000001275256,0.000009427793,0.0003837314,0.000002777267,0.0008345802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09008116,"threshold_uncertainty_score":0.1812233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103608448360058,"score_gpt":0.3050079363041898,"score_spread":0.2639718518205892,"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."}}