{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002159816,0.000272327,0.0001515493,0.001127562,0.0002826707,0.0006818999,0.0003117173,0.0002910904,0.002137855],"category_scores_gemma":[0.0004736529,0.0001775984,0.0001742206,0.001427279,0.0003764128,0.0005987695,0.0005853623,0.0002283144,0.0003228191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000674999,"about_ca_system_score_gemma":0.0006140057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003250085,"about_ca_topic_score_gemma":0.004802254,"domain_scores_codex":[0.9998004,0.00003915931,0.000008988123,0.00004582262,0.00007756562,0.00002816631],"domain_scores_gemma":[0.9998684,0.00004732981,0.00002397268,0.00001625151,0.00003723308,0.000006911313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001913541,0.0001027236,0.02734218,0.001004765,0.00004960672,0.001112979,0.0007161057,0.1292215,0.3623053,0.1215936,0.001548686,0.3548111],"study_design_scores_gemma":[0.00001655606,0.0002186948,0.03240324,0.0001889454,0.00004803153,0.001111434,0.001042052,0.2850309,0.5502654,0.0544611,0.07513016,0.00008341245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5179391,0.009420719,0.3707792,0.00149623,0.0001147429,0.0001609396,0.001138181,0.0007966551,0.09815423],"genre_scores_gemma":[0.936369,0.004887279,0.05113019,0.00005366412,0.00003276767,0.00002095819,0.0001952549,0.00004978204,0.007261012],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003250085,"threshold_uncertainty_score":0.007151902,"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."}}