{"id":"W47207441","doi":"","title":"Theoretical and Experimental Study on Dropwise Condensation in Plate Heat Exchangers","year":2008,"lang":"en","type":"article","venue":"elib (German Aerospace Center)","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Condenser (optics); Heat exchanger; Condensation; Mechanics; Experimental data; Range (aeronautics); Thermodynamics; Flow (mathematics); Mechanical engineering; Materials science; Engineering; Mathematics; Physics; Composite material; Optics","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":[0.0007658281,0.0008092317,0.0008213499,0.0005990966,0.0007645233,0.0008130601,0.001093723,0.0007630166,0.003770984],"category_scores_gemma":[0.001755649,0.000400782,0.0005896751,0.0006751254,0.001648688,0.001262953,0.0006113091,0.0008366944,0.0004614818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256302,"about_ca_system_score_gemma":0.0004406792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169222,"about_ca_topic_score_gemma":0.0007016641,"domain_scores_codex":[0.9994536,0.00009537843,0.00001526212,0.000120282,0.0002540988,0.00006130343],"domain_scores_gemma":[0.9992176,0.0005403184,0.00003925816,0.00006461739,0.0001152695,0.0000227691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004548829,0.0005156678,0.003207827,0.001559361,0.00005593562,0.0004397106,0.0004833142,0.5498641,0.3421836,0.0712759,0.0005247113,0.02943507],"study_design_scores_gemma":[0.0000508226,0.000461352,0.002446978,0.00006787507,0.00003152883,0.0002249383,0.0001275168,0.5777649,0.4053439,0.00806592,0.005351774,0.00006260516],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5821626,0.01039994,0.3580607,0.0004246167,0.000153204,0.0003442765,0.0004485227,0.0005969041,0.0474092],"genre_scores_gemma":[0.9709162,0.004177726,0.02176189,0.00003325089,0.00006248983,0.00008337466,0.0002161314,0.00004841392,0.002700507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770984,"threshold_uncertainty_score":0.0126152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160287095712561,"score_gpt":0.2445877925751233,"score_spread":0.2329849216179977,"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."}}