{"id":"W4379515752","doi":"10.1016/j.ijrefrig.2023.06.004","title":"Experimental investigation and dynamic modelling of an upright freezer under periodic door opening conditions","year":2023,"lang":"en","type":"article","venue":"International Journal of Refrigeration","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"Yildiz Teknik Üniversitesi","keywords":"Relative humidity; Approximation error; Airflow; Gas compressor; Environmental science; Mechanics; Meteorology; Simulation; Computer science; Mathematics; Mechanical engineering; Engineering; Physics; Statistics","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":[0.0002884257,0.0003768387,0.000715057,0.0001752727,0.0003476186,0.0004325286,0.0008946212,0.0008687104,0.00270809],"category_scores_gemma":[0.0005164827,0.0002498404,0.0004733124,0.0001523646,0.0004368732,0.000417721,0.0002619062,0.0003739937,0.0004570605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651807,"about_ca_system_score_gemma":0.0003070192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901962,"about_ca_topic_score_gemma":0.001405143,"domain_scores_codex":[0.9998129,0.00001765528,0.000009576756,0.00005204769,0.00007232642,0.00003559163],"domain_scores_gemma":[0.9997631,0.0001044197,0.00002426284,0.00004350459,0.00004480504,0.0000198274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002200931,0.0005415266,0.004211238,0.0008099066,0.00003953048,0.001078731,0.0004457025,0.1786076,0.7897014,0.0007543064,0.0008063223,0.02080272],"study_design_scores_gemma":[0.000202161,0.003019655,0.0199235,0.00005151833,0.00008986834,0.0003404016,0.0003935969,0.5605056,0.4117458,0.0004669866,0.003174477,0.00008637362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877949,0.0001908307,0.009001551,0.00007415858,0.00003774841,0.00005750667,0.0003717826,0.000224807,0.002246633],"genre_scores_gemma":[0.9978958,0.0000788478,0.001152019,0.000005958158,0.000003000405,0.00001874393,0.00007757571,0.0000100558,0.0007580434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00270809,"threshold_uncertainty_score":0.009059429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433436553447777,"score_gpt":0.2811318121729888,"score_spread":0.2567974466385111,"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."}}