{"id":"W4402328615","doi":"10.1016/j.marpetgeo.2024.107084","title":"Diagenetic evolution and cementation mechanism in deep Carbonate reservoirs: A case study of Dengying Fm. 2 in Penglai, Sichuan Basin, China","year":2024,"lang":"en","type":"article","venue":"Marine and Petroleum Geology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Petro-Canada","funders":"National Major Science and Technology Projects of China; National Natural Science Foundation of China","keywords":"Cementation (geology); Geology; Diagenesis; Carbonate; Sichuan basin; Tarim basin; Geochemistry; Geomorphology; Structural basin; Carbonate rock; Sedimentary rock; Cement; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001717991,0.0002573846,0.000239448,0.001019643,0.0009732984,0.0005081272,0.000457047,0.0004803414,0.0004854755],"category_scores_gemma":[0.0003047001,0.0002325094,0.0002477626,0.00137753,0.0005041406,0.000347955,0.0004097508,0.0001740093,0.00003419784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157671,"about_ca_system_score_gemma":0.001429137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2054696,"about_ca_topic_score_gemma":0.3655217,"domain_scores_codex":[0.9999008,0.00001128149,0.000007278779,0.00002355645,0.00002581619,0.00003119473],"domain_scores_gemma":[0.9998858,0.00002753866,0.00002414382,0.000007620048,0.00002950784,0.00002523535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002588572,0.0001833051,0.9336312,0.0001267095,0.0001201425,0.009677838,0.003929481,0.0148398,0.01819542,0.00085924,0.0002497454,0.01792828],"study_design_scores_gemma":[0.00002421029,0.0001299774,0.9587508,0.00002093681,0.00008461138,0.0006828714,0.004680023,0.02925437,0.00496021,0.0002948893,0.001078885,0.00003820308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996332,0.00002284211,0.0000613145,0.000008385779,3.43239e-7,0.000003667761,0.00004610495,0.000002138727,0.0002219528],"genre_scores_gemma":[0.9996037,0.00002379439,0.0001169933,0.000001542164,4.237106e-7,0.000001753106,0.00002984055,6.83272e-7,0.0002213063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2054696,"threshold_uncertainty_score":0.4085473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007490123409708306,"score_gpt":0.2242426472913691,"score_spread":0.2167525238816607,"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."}}