{"id":"W6908591739","doi":"10.26233/heallink.tuc.82596","title":"Applications of petroleum geochemistry in reservoirs","year":2019,"lang":"en","type":"other","venue":"Technical University of Crete","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum geochemistry; Petroleum; Hydrocarbon exploration; Isotope geochemistry; Reservoir modeling; Maturity (psychological); Source rock","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":[],"consensus_categories":[],"category_scores_codex":[0.00005251076,0.00009651391,0.0003032966,0.0002706261,0.000006221317,0.000001317217,0.0003369999,0.0002886431,0.0006014315],"category_scores_gemma":[0.000005387551,0.0001169861,0.0001123971,0.0002644183,0.00009004487,0.00001798896,0.00005963306,0.0001970171,0.00003531964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000381612,"about_ca_system_score_gemma":0.00002135004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001744926,"about_ca_topic_score_gemma":0.0002618845,"domain_scores_codex":[0.9995012,0.00001016463,0.0001292566,0.0001258941,0.0001417749,0.00009167421],"domain_scores_gemma":[0.9994691,0.00001752438,0.00007387622,0.0003858646,0.00001662144,0.0000369928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000100453,0.0002594407,0.000791093,0.005760941,0.001089515,0.00004693867,0.0002627507,0.04530421,0.05795819,0.002332517,0.8840412,0.002052789],"study_design_scores_gemma":[0.0004938005,0.00001859629,0.00004730391,0.0002553281,0.00008441436,6.206793e-7,0.0001835343,0.01057026,0.001165527,0.00009708066,0.9868106,0.0002729516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002705349,0.0003777387,0.009324762,0.00004644979,0.00001206464,0.0001445894,0.00005684953,0.0002119518,0.9895551],"genre_scores_gemma":[0.5683514,0.001283588,0.001986315,0.000004704626,0.00003752812,0.000002110595,0.000127088,0.0001658329,0.4280415],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5680808,"threshold_uncertainty_score":0.6585253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005251943317510294,"score_gpt":0.191411614550332,"score_spread":0.1861596712328217,"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."}}