{"id":"W2099501177","doi":"10.1306/61eedd28-173e-11d7-8645000102c1865d","title":"Karst-Controlled Diagenesis and Reservoir Development: Example from the Ordovician Main-Reservoir Carbonate Rocks on the Eastern Margin of the Ordos Basin, China","year":2002,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Geology; Karst; Ordovician; Diagenesis; Carbonate; Carbonate rock; Structural basin; Tarim basin; Margin (machine learning); Geochemistry; Petrology; Paleontology; Geomorphology; Sedimentary rock","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005818243,0.000345836,0.0004768795,0.00008427609,0.0004366682,0.0001058569,0.000824306,0.0001268394,0.001269034],"category_scores_gemma":[0.0001982732,0.0001732005,0.0002099122,0.0004497858,0.0001203427,0.00004173601,0.0002074943,0.0003687996,0.0001340571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005805064,"about_ca_system_score_gemma":0.00002157296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506589,"about_ca_topic_score_gemma":0.002860722,"domain_scores_codex":[0.9977733,0.0003915577,0.0005598158,0.0003394085,0.0005358658,0.0004000504],"domain_scores_gemma":[0.998106,0.0006793492,0.0001374646,0.0009261401,0.00005032991,0.0001006938],"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":[0.001637403,0.001164466,0.11864,0.0003932551,0.008207821,0.0001450766,0.07337119,0.532876,0.005522443,0.001510681,0.2412468,0.01528488],"study_design_scores_gemma":[0.007273282,0.00008143504,0.06381782,0.0003533946,0.0004135173,0.000005873157,0.002232111,0.4257757,0.003303341,0.0005021965,0.4951086,0.001132691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697217,0.001432543,0.0002071629,0.0187101,0.0001735764,0.0007000128,0.00002513506,0.00009851477,0.008931286],"genre_scores_gemma":[0.9949373,0.0002988909,0.00007315428,0.0009319025,0.0001194851,0.0001580537,0.000009683728,0.00006030141,0.003411201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2538618,"threshold_uncertainty_score":0.9996439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718990364721912,"score_gpt":0.1847473494601233,"score_spread":0.1675574458129042,"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."}}