{"id":"W4411049942","doi":"10.1016/j.ptlrs.2025.05.006","title":"Oil flow impact characteristics of internal floating roof tanks during floating roof landing and oil receiving processes","year":2025,"lang":"en","type":"article","venue":"Petroleum Research","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"Science and Technology Major Project of Guangxi; Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Roof; Environmental science; Petroleum engineering; Flow (mathematics); Geology; Marine engineering; Engineering; Civil engineering; Mechanics","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":[0.0008740848,0.0002390745,0.0004044003,0.000693555,0.0002486803,0.0001754656,0.0004102484,0.0001755331,0.00004118844],"category_scores_gemma":[0.001931579,0.0002258632,0.00007233711,0.0007987696,0.0001329538,0.0002175465,0.0003865549,0.0008907376,0.000004665039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639101,"about_ca_system_score_gemma":0.0001081331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349787,"about_ca_topic_score_gemma":0.00009861066,"domain_scores_codex":[0.9979753,0.00005993634,0.0004480463,0.0003179236,0.0004567016,0.0007420144],"domain_scores_gemma":[0.9988468,0.000452638,0.00007238139,0.0003193295,0.0002250446,0.00008380205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000139239,0.00005476153,0.2836802,0.006681983,0.00033492,0.00005184798,0.001435898,0.003168737,0.4510306,0.00005206252,0.0002401531,0.2531296],"study_design_scores_gemma":[0.003155271,0.0003445636,0.1870532,0.01029932,0.000108888,0.0001096669,0.00819898,0.4547268,0.3327274,0.0003469194,0.00153631,0.001392639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910561,0.002243304,0.0006132938,0.00009656943,0.0001893819,0.00002830369,0.00002439471,0.0003816205,0.005367042],"genre_scores_gemma":[0.9961902,0.001038813,0.000981516,0.000002438324,0.0001218174,0.00002073631,0.000005680062,0.00004392416,0.001594847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4515581,"threshold_uncertainty_score":0.9210434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679843688643147,"score_gpt":0.3028188699731161,"score_spread":0.2860204330866846,"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."}}