{"id":"W1892204666","doi":"","title":"Experimental Study of Temperature Distribution of Two-Stage CascadeRefrigeration System Using R508B as Working Fluid at Low Stage","year":2005,"lang":"en","type":"article","venue":"대한기계학회 춘추학술대회","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Boiling point; Thermodynamics; Boiling; Volume (thermodynamics); Gas compressor; Stage (stratigraphy); Cascade; Vapor-compression refrigeration; Materials science; Chemistry; Chromatography; Physics","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":[0.000134074,0.0002071743,0.0002911352,0.0001189461,0.0001750209,0.00005359848,0.00013422,0.0001430182,0.00006186107],"category_scores_gemma":[0.00001728152,0.000203434,0.00006818725,0.0002564999,0.00004457544,0.0002358447,0.0000586838,0.0001599246,0.00001278054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509725,"about_ca_system_score_gemma":0.00002022919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000406825,"about_ca_topic_score_gemma":0.00003149853,"domain_scores_codex":[0.998741,0.00004742259,0.0005000508,0.000218769,0.0002878625,0.0002048473],"domain_scores_gemma":[0.9994066,0.00002426546,0.0001407863,0.0003235281,0.00006513002,0.00003966548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001967547,0.0001965281,0.0008354205,0.0001065132,0.00005225207,0.0000123889,0.001308372,0.1633236,0.8318151,0.002068241,0.0001182035,0.0001436985],"study_design_scores_gemma":[0.0009295644,0.0001572756,0.0003966132,0.0001809899,0.00001955797,0.00001502578,0.006392056,0.06060468,0.9307298,0.000002552037,0.0003452899,0.0002265633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972281,0.0003628308,0.0009351203,0.0000113526,0.0002185358,0.0004104521,0.00005290603,0.0004727866,0.000307915],"genre_scores_gemma":[0.9989977,0.000005649565,0.0005014463,0.000005694434,0.00008660213,0.00002630607,0.0001026012,0.00002970809,0.0002442991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027189,"threshold_uncertainty_score":0.8295798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719914772854188,"score_gpt":0.2632519427288166,"score_spread":0.2460527950002747,"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."}}