{"id":"W7093337216","doi":"10.6084/m9.figshare.c.8103562.v1","title":"Secondary migration of petroleum as a self-adjusting colloidal flow: numerical tests and implications","year":2025,"lang":"","type":"other","venue":"Figshare","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreland basin; Petroleum; Coalescence (physics); Advection; Sedimentary rock; Structural basin; Fossil fuel; Sedimentary basin","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":[0.0004752551,0.0004530887,0.0006206252,0.0004604569,0.0006969665,0.0008662744,0.001045935,0.001732884,0.002038238],"category_scores_gemma":[0.003596571,0.0002429309,0.0007049301,0.0002682674,0.001236787,0.0008500241,0.0008232198,0.0009071101,0.0001820605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018234,"about_ca_system_score_gemma":0.000945225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849049,"about_ca_topic_score_gemma":0.004558123,"domain_scores_codex":[0.9998134,0.00005016251,0.00001159768,0.00003068757,0.00004830688,0.00004601235],"domain_scores_gemma":[0.9981524,0.0009794551,0.0002207341,0.0001765299,0.0003393891,0.000131482],"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":[0.000174083,0.000276575,0.00631929,0.0001018876,0.00002262088,0.0005271609,0.0001333082,0.9634504,0.01159494,0.01344613,0.0004395653,0.003514061],"study_design_scores_gemma":[0.00002274692,0.00006916732,0.000291719,0.000005126183,0.000003364662,0.00001908128,0.00003179778,0.9977055,0.001083759,0.0006572176,0.0001046719,0.000005826347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642659,0.0001373722,0.02138136,0.0008781619,0.00007669746,0.0001051123,0.0001742603,0.0002110956,0.01277009],"genre_scores_gemma":[0.9936019,0.00007056248,0.004954385,0.00005005319,0.000008157325,0.00004136098,0.00003180919,0.00001304479,0.001228603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849049,"threshold_uncertainty_score":0.03676575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008328464034197373,"score_gpt":0.2430914289649904,"score_spread":0.2347629649307931,"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."}}