{"id":"W7062693693","doi":"","title":"Variable Air Volume Hot Water Reheat Terminal Units: Temperature Stratification, Performance at Low Hot Water Supply Temperature, and Myths from the Field","year":2024,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for the Built Environment; California Energy Commission","keywords":"Setpoint; Variable air volume; HVAC; Heat exchanger; Electromagnetic coil; Terminal (telecommunication); Aeration; Temperature control; Volume (thermodynamics)","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":[0.002338327,0.0004108707,0.0003663067,0.0001780591,0.0005902518,0.0007602343,0.00124488,0.0004617317,0.0007959965],"category_scores_gemma":[0.003333892,0.0002968838,0.0003368139,0.0001822576,0.001643324,0.001365708,0.0005300839,0.0008833656,0.0003057157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272945,"about_ca_system_score_gemma":0.0006891477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231163,"about_ca_topic_score_gemma":0.0261147,"domain_scores_codex":[0.9989837,0.0001954181,0.00003773122,0.0001679801,0.000504547,0.0001105816],"domain_scores_gemma":[0.9986814,0.0004015991,0.0001263509,0.0001892368,0.0005065008,0.00009503453],"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":[0.002110197,0.0008455688,0.05257124,0.0009483696,0.0001239132,0.0003640091,0.006122872,0.0218125,0.6977462,0.002887641,0.003283999,0.2111835],"study_design_scores_gemma":[0.0001464658,0.01194327,0.1156389,0.0001622878,0.0001907232,0.0007561452,0.003839506,0.02831777,0.8155878,0.002336188,0.02085679,0.0002242459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745623,0.0007457175,0.01994395,0.0009919065,0.00006314054,0.00009463786,0.00006449318,0.0003121259,0.003221757],"genre_scores_gemma":[0.9822028,0.0003312542,0.01501052,0.0002004788,0.00002258383,0.00004407696,0.00005912634,0.00009581212,0.002033378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231163,"threshold_uncertainty_score":0.02447993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005737340406303078,"score_gpt":0.1978726621414577,"score_spread":0.1921353217351547,"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."}}