{"id":"W4390286122","doi":"10.5383/ijtee.19.01.005","title":"Thermoacoustic Refrigeration: Short Review","year":2022,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermoacoustic heat engine; Thermoacoustics; Refrigeration; Refrigerator car; Waste heat; Mechanical engineering; Sound power; Heat pump; Heat engine; Work (physics); Engineering; Computer science; Acoustics; Heat exchanger; Sound (geography); Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005470034,0.001185458,0.001242413,0.00215585,0.0004529346,0.00150859,0.001017291,0.001351456,0.01030138],"category_scores_gemma":[0.001018244,0.0004751948,0.0007557101,0.002763273,0.0005463452,0.002692518,0.000853249,0.001275269,0.004306958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546049,"about_ca_system_score_gemma":0.001145904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060582,"about_ca_topic_score_gemma":0.0008172421,"domain_scores_codex":[0.999701,0.00003774701,0.00004381177,0.00008292966,0.0001012501,0.00003314629],"domain_scores_gemma":[0.9993364,0.0003181171,0.00009554393,0.00002837694,0.0001823617,0.00003915958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001512202,0.0001458638,0.0003271154,0.04728137,0.0001089018,0.000278633,0.0001134293,0.001151953,0.006604581,0.007495579,0.05309278,0.8832486],"study_design_scores_gemma":[0.000007057011,0.0001625853,0.0006069912,0.002906134,0.00009291952,0.0009762462,0.00005685975,0.0003347629,0.00229839,0.00164779,0.9908794,0.00003087074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002855783,0.9961264,0.0003817064,0.0001941111,0.0007141207,0.000009100829,0.00003272656,0.00001466602,0.002241585],"genre_scores_gemma":[0.002700213,0.9929361,0.0004261512,0.000264844,0.001364136,0.00001609718,0.00008234067,0.00001019437,0.002199941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01030138,"threshold_uncertainty_score":0.03446156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004009076035129446,"score_gpt":0.1805499771873782,"score_spread":0.1765409011522487,"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."}}