{"id":"W2388835796","doi":"","title":"APPLICATION OF SURFACE EVAPORATIVE AIR COOLER IN LIGHT HYDROCARBON RECOVERY DEVICE","year":2003,"lang":"en","type":"article","venue":"Tianranqi gongye","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evaporative cooler; Heat exchanger; Cooling tower; Water cooling; Environmental science; Propane; Condensation; Petroleum engineering; Materials science; Chemistry; Mechanical engineering; Meteorology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003576394,0.0001398544,0.0002206801,0.00009699369,0.00001416132,0.000006628121,0.00009825759,0.0001057073,0.00002465192],"category_scores_gemma":[0.00006443485,0.0001487592,0.00004543031,0.000425726,0.00001187758,0.0001174596,0.000006856261,0.0001517427,0.00003035404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258523,"about_ca_system_score_gemma":0.00001583593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000328412,"about_ca_topic_score_gemma":0.00001496923,"domain_scores_codex":[0.9991641,0.00007532198,0.0003003404,0.0001543245,0.0001305816,0.0001753012],"domain_scores_gemma":[0.9994858,0.000113252,0.00004004685,0.0002708738,0.00004061347,0.00004944183],"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":[0.000008250749,0.00001481353,0.001144854,0.00006631827,0.00001483825,0.00000115451,0.0002037985,0.9814354,0.01616557,0.0003188815,0.00005064633,0.0005755271],"study_design_scores_gemma":[0.00077506,0.00003461515,0.005595122,0.00005705778,0.00001354646,0.000002425576,0.0000710601,0.8564923,0.1188981,0.0005515388,0.01718113,0.0003279597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515693,0.0007334665,0.1289839,0.00003300534,0.000161857,0.0002236843,0.000004040879,0.0001555389,0.01813521],"genre_scores_gemma":[0.9905206,0.00003338721,0.009066944,0.00001236202,0.00001822816,0.00001397391,0.000006716939,0.00003137325,0.0002963909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389513,"threshold_uncertainty_score":0.6066222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038387771249562,"score_gpt":0.2471988048393045,"score_spread":0.2368149271268089,"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."}}