{"id":"W4405469151","doi":"10.1190/image2024-4098485.1","title":"Basin analysis implications for petroleum system modeling: A case study on the Penobscot Field, Nova Scotia, Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Structural basin; Petroleum; Nova (rocket); Field (mathematics); Geology; Oceanography; Engineering; Geomorphology; Aeronautics; Paleontology","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":[0.0004593173,0.0004969538,0.0003274812,0.0007296354,0.001607377,0.001910922,0.0009427475,0.0007069046,0.002994763],"category_scores_gemma":[0.001879149,0.0003280937,0.0004678408,0.001244561,0.0009478736,0.0004313588,0.0007352589,0.0005378057,0.0001099969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01424823,"about_ca_system_score_gemma":0.01298037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97275,"about_ca_topic_score_gemma":0.9794632,"domain_scores_codex":[0.9998264,0.00005863549,0.000007504949,0.00002857246,0.00002967798,0.00004924638],"domain_scores_gemma":[0.9992229,0.0004252745,0.00004067097,0.00003443434,0.0001994212,0.00007735819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009607067,0.00008865617,0.09770956,0.0001141762,0.00007630238,0.001438471,0.0007885887,0.8790656,0.001042854,0.007400825,0.002084746,0.0100942],"study_design_scores_gemma":[0.00003063673,0.00003398539,0.03391204,0.00006097119,0.00004929923,0.0001148795,0.003701015,0.9543865,0.0004991648,0.002673979,0.004505348,0.0000322116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978417,0.000402352,0.005470049,0.0007697225,0.00001446704,0.0001142189,0.002022492,0.0001241071,0.01266568],"genre_scores_gemma":[0.9902663,0.0002403761,0.005709486,0.00004496968,0.000004132326,0.00002864382,0.000466082,0.00003657836,0.003203416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02724999,"threshold_uncertainty_score":0.1033787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389079488570463,"score_gpt":0.2668178055739003,"score_spread":0.2329270106881957,"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."}}