{"id":"W4409846887","doi":"10.1007/s11053-025-10494-x","title":"Key Controlling Factors of Hydrocarbon Accumulation of Fine-Grained Mixed Sequence in a Saline Lacustrine Basin: An Integrated Research of Petroleum System in the Northwestern Qaidam Basin, Qinghai–Tibet Plateau","year":2025,"lang":"en","type":"article","venue":"Natural Resources Research","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Structural basin; Geology; Plateau (mathematics); Petroleum system; Geochemistry; Petroleum; Mineral resource classification; Sequence (biology); Geomorphology; Mining engineering; Source rock; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.005828948,0.0002512567,0.0007791215,0.003070232,0.00009557917,0.00006810197,0.0009326438,0.0002783161,0.000008181666],"category_scores_gemma":[0.001195089,0.0001766475,0.0001509344,0.005614961,0.0002962232,0.0002383977,0.0001259851,0.001696994,0.000001246882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730526,"about_ca_system_score_gemma":0.0001552278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009792134,"about_ca_topic_score_gemma":0.01360368,"domain_scores_codex":[0.9940918,0.001950971,0.001182504,0.0003860675,0.001754819,0.0006338506],"domain_scores_gemma":[0.9964339,0.001934567,0.0001428204,0.0006146178,0.0007850119,0.00008904064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001950507,0.0004120188,0.140569,0.002084265,0.0003499812,0.00007038223,0.01482694,0.7045575,0.1308477,0.0006471133,0.000083411,0.003601211],"study_design_scores_gemma":[0.001660861,0.0002103092,0.0230422,0.0008855742,0.00001944393,0.000001248084,0.01166275,0.9413939,0.02057803,0.00005050942,0.0003337591,0.000161413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977405,0.0006373873,0.0001652782,0.0002163025,0.00006020853,0.0005601935,0.00004260022,0.00004894961,0.0005285911],"genre_scores_gemma":[0.9994987,0.00006251971,0.00006627361,0.000004449955,0.00003234175,0.00003713547,0.0001472179,0.00002769255,0.0001236422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368364,"threshold_uncertainty_score":0.9968017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09431650221032208,"score_gpt":0.3744054465956248,"score_spread":0.2800889443853027,"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."}}