{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001946082,0.0001003426,0.0001337515,0.0004567717,0.000088001,0.0001315629,0.0001618011,0.00007506774,0.00005102801],"category_scores_gemma":[0.00002206469,0.00009512405,0.00004562875,0.0001484603,0.0000766723,0.000935887,0.00002209631,0.0001403713,0.000007392135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009308297,"about_ca_system_score_gemma":0.00003591545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000476189,"about_ca_topic_score_gemma":0.000004970468,"domain_scores_codex":[0.9990447,0.00002812182,0.0004359246,0.00009508128,0.0003086253,0.00008754839],"domain_scores_gemma":[0.9994272,0.0000351774,0.0001695827,0.00008115022,0.0002395147,0.00004735382],"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":[0.00001678249,0.0000234252,0.0001452939,0.00001015585,0.00009840427,0.00001520336,0.001029029,0.5989032,0.3919373,0.00619829,0.000296797,0.001326089],"study_design_scores_gemma":[0.0006172876,0.0001364525,0.002142053,0.0001164013,0.00001496548,0.00009598199,0.001059518,0.7933931,0.1936652,0.008406049,0.0001969557,0.0001559527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548309,0.0001017243,0.04377321,0.0003909497,0.0005485651,0.00006833359,0.0000162939,0.0001323854,0.000137635],"genre_scores_gemma":[0.994907,0.0000885937,0.00469545,0.00003108513,0.00007955332,0.000007099226,0.0001200745,0.00001580163,0.00005534576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198272,"threshold_uncertainty_score":0.3879046,"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."}}