{"id":"W4407738815","doi":"10.1016/j.ijmecsci.2025.110084","title":"Investigation on the hysteresis behavior of a quarter-wavelength standing-wave thermoacoustic engine","year":2025,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Thermoacoustic heat engine; Standing wave; Acoustics; Wavelength; Thermoacoustics; Quarter (Canadian coin); Hysteresis; Physics; Materials science; Mechanics; Optics; Condensed matter physics; Thermodynamics; Geography","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":[0.00009830504,0.00008841995,0.0001812953,0.0002163144,0.0002146531,0.0001443094,0.0002562404,0.0002056663,0.001016585],"category_scores_gemma":[0.0002969101,0.00007388766,0.0001285306,0.0001597415,0.0002559276,0.0002266532,0.0001016413,0.0001674925,0.00008340365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008371162,"about_ca_system_score_gemma":0.000120628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004261561,"about_ca_topic_score_gemma":0.0003916755,"domain_scores_codex":[0.9999561,0.000003411905,0.000001664502,0.000007774125,0.00002177957,0.000009143409],"domain_scores_gemma":[0.9997312,0.0001191624,0.00002461227,0.00002670796,0.00007925073,0.00001891147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003073025,0.00006186072,0.003925763,0.00004862278,0.000009687032,0.0002282705,0.00009811979,0.001280925,0.9876119,0.0002218277,0.00005005975,0.006155753],"study_design_scores_gemma":[0.00001822924,0.0007921467,0.05545448,0.00000999898,0.00004128183,0.0004601582,0.0003440188,0.09463039,0.8468536,0.0002904555,0.001081495,0.00002365279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977872,0.00008082175,0.00153415,0.00001678621,0.000004301896,0.000002384346,0.00001438005,0.00002599539,0.0005338875],"genre_scores_gemma":[0.9994778,0.00002513037,0.0002157369,0.000002786608,0.000001573781,8.367737e-7,0.00001142879,0.000002920541,0.0002617529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016585,"threshold_uncertainty_score":0.003400803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745710391049109,"score_gpt":0.2605140563788885,"score_spread":0.2230569524683974,"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."}}