{"id":"W4408998927","doi":"10.33795/distilat.v11i1.6978","title":"ANALISIS KINERJA HEAT EXCHANGER PADA LUBE OIL COMPLEX III (LOC III) BERDASARKAN FOULING FACTOR DAN PRESSURE DROP PT. PERTAMINA RU-IV CILACAP","year":2025,"lang":"id","type":"article","venue":"DISTILAT JURNAL TEKNOLOGI SEPARASI","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Pressure drop; Fouling; Heat exchanger; Chemistry; Environmental science; Materials science; Thermodynamics; Engineering; Mechanical engineering; Physics","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":[0.0005891664,0.0005728045,0.0005684109,0.001120733,0.0004249919,0.001064136,0.0003630715,0.0006188287,0.005709766],"category_scores_gemma":[0.0006781688,0.0003140389,0.0009068521,0.0007899507,0.0002945558,0.0005894871,0.0003967902,0.0007391531,0.001333139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633735,"about_ca_system_score_gemma":0.000562858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989558,"about_ca_topic_score_gemma":0.004854152,"domain_scores_codex":[0.9992574,0.0000788744,0.00005739992,0.0001343196,0.0003648258,0.0001070808],"domain_scores_gemma":[0.9995782,0.00013031,0.00005919204,0.00002391755,0.0001811062,0.00002726832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005335644,0.0001893147,0.006782689,0.001231976,0.0001107291,0.0003968369,0.000460198,0.0006552354,0.9615989,0.000351814,0.0009561084,0.0267326],"study_design_scores_gemma":[0.00001608866,0.0007145348,0.02054652,0.00009622772,0.0001840319,0.0004245507,0.000731142,0.002127502,0.956723,0.0001842676,0.01821558,0.00003643465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549045,0.01013993,0.01619238,0.0004427872,0.0001878573,0.0003808886,0.003083655,0.0003284975,0.01433962],"genre_scores_gemma":[0.9298363,0.007560156,0.01790852,0.000370857,0.00004507801,0.0003094008,0.003022138,0.0001725911,0.04077498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005709766,"threshold_uncertainty_score":0.01910108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570801427020317,"score_gpt":0.2763034932457086,"score_spread":0.2605954789755054,"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."}}