{"id":"W2014247743","doi":"10.1016/j.expthermflusci.2007.03.009","title":"The impact of gas blockage on the performance of a thermoacoustic refrigerator","year":2007,"lang":"en","type":"article","venue":"Experimental Thermal and Fluid Science","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Refrigerator car; Heat exchanger; Stack (abstract data type); Materials science; Thermoacoustic heat engine; Thermoacoustics; Plate heat exchanger; Thermal contact; Thermodynamics; Work (physics); Mechanics; Heat spreader; Micro heat exchanger; Thermal; Nuclear engineering; Physics; Computer science; Engineering","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":[0.0005577331,0.0003812819,0.0008100974,0.0002579646,0.0008366091,0.0008007777,0.0005173346,0.0008751638,0.003519017],"category_scores_gemma":[0.003152868,0.0004141983,0.0002453487,0.0002514585,0.0006933355,0.001322793,0.0006440746,0.0007388411,0.001063379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647166,"about_ca_system_score_gemma":0.0004904222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471252,"about_ca_topic_score_gemma":0.0009469249,"domain_scores_codex":[0.999482,0.0000765991,0.00002808712,0.0000664261,0.0001651693,0.0001817701],"domain_scores_gemma":[0.9967684,0.001976341,0.0004280704,0.0002056662,0.000407463,0.0002140598],"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":[0.003928599,0.00009435829,0.002496999,0.0001127479,0.00002891073,0.0002554357,0.0001156644,0.007575592,0.9792828,0.0001355219,0.0001775568,0.005795797],"study_design_scores_gemma":[0.000056582,0.001883316,0.009323561,0.00001156742,0.00007410517,0.0001993929,0.00008969806,0.02313294,0.9640964,0.00007127012,0.001024986,0.00003612328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978318,0.0005268246,0.0008795295,0.00007806112,0.00003083474,0.000004037134,0.0000437973,0.00009461931,0.0005105778],"genre_scores_gemma":[0.9993777,0.00009331281,0.0001026625,0.00001608034,0.00001492226,0.000001798,0.00003976182,0.00003418657,0.0003196608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003519017,"threshold_uncertainty_score":0.01177233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006898761228049977,"score_gpt":0.2406222411861254,"score_spread":0.2337234799580754,"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."}}