{"id":"W3081441387","doi":"10.1002/mop.32596","title":"Radio frequency thawing chamber for rapidly thawing applications","year":2020,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Radio frequency; Materials science; Vacuum chamber; Tray; Shell (structure); Electric field; Electrical engineering; Optoelectronics; Engineering; Physics; Mechanical engineering; Composite material","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":[0.000246519,0.0003269154,0.000221556,0.000156621,0.0002615903,0.0002307141,0.0004779131,0.0002502249,0.002182276],"category_scores_gemma":[0.000276021,0.000160848,0.0002015842,0.0000906013,0.0001452405,0.0003210571,0.0002558744,0.0002946274,0.000487856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656232,"about_ca_system_score_gemma":0.0002300608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010891,"about_ca_topic_score_gemma":0.0002945002,"domain_scores_codex":[0.9998647,0.00001386985,0.000006557231,0.00003152947,0.00006678954,0.00001661721],"domain_scores_gemma":[0.9997423,0.00007962297,0.00004773268,0.00003959866,0.0000662268,0.0000244018],"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":[0.00005335131,0.00001230971,0.0003355134,0.00009514736,0.00000397977,0.00008043954,0.00002803815,0.0006470662,0.989934,0.0004681176,0.0004742759,0.0078677],"study_design_scores_gemma":[0.00001359438,0.0002920528,0.002124084,0.0000173689,0.00002101693,0.0003480283,0.0000300486,0.01120461,0.9731665,0.00009194688,0.01266809,0.0000226284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5845127,0.002395587,0.4031111,0.0002482371,0.0005369252,0.0002827439,0.0004654865,0.001645586,0.006801594],"genre_scores_gemma":[0.8998395,0.0009352259,0.09367435,0.0001172542,0.00008667529,0.0001251813,0.0002992119,0.0001278122,0.004794834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002182276,"threshold_uncertainty_score":0.007300436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009713984374065511,"score_gpt":0.197960886363848,"score_spread":0.1882469019897825,"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."}}