{"id":"W6983507549","doi":"","title":"Modelling of a Heat Recovery Ventilator Incorporating Thermoelectric Modules","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat sink; Heat recovery ventilation; Heat transfer; Thermoelectric generator; Heat exchanger; Thermoelectric cooling; Thermoelectric effect; Refrigerant; Heat pump","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":[0.0002751589,0.0006595273,0.0008285212,0.0003576618,0.0008863333,0.001579763,0.001839436,0.002539764,0.006289744],"category_scores_gemma":[0.0005580115,0.0005896402,0.0008582792,0.0003439903,0.0007168917,0.000829341,0.0009147502,0.000791472,0.0008796376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113239,"about_ca_system_score_gemma":0.001816505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274043,"about_ca_topic_score_gemma":0.006258481,"domain_scores_codex":[0.99975,0.00004084097,0.00001496802,0.00006058632,0.00009300651,0.00004062394],"domain_scores_gemma":[0.9998316,0.00007595935,0.00001779487,0.0000129487,0.00004283824,0.00001893008],"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":[0.00006958954,0.00004604262,0.0009131201,0.00008224188,0.00001330372,0.0001784337,0.00008126917,0.9881252,0.00549922,0.001806649,0.0003288292,0.002856065],"study_design_scores_gemma":[0.00001823121,0.00005960097,0.0003213449,0.0000143998,0.000008734602,0.00004063689,0.00002713861,0.9971753,0.0009181245,0.0002898356,0.001117218,0.000009499584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5669584,0.001637153,0.3184276,0.0014176,0.0003455013,0.0009219407,0.003198101,0.00142444,0.1056693],"genre_scores_gemma":[0.95732,0.0005468068,0.01754301,0.00008517007,0.00002139768,0.0004614187,0.0004525454,0.00008138487,0.02348838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274043,"threshold_uncertainty_score":0.02533257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008451769159453639,"score_gpt":0.1929049394758353,"score_spread":0.1844531703163816,"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."}}