{"id":"W2147093999","doi":"10.1177/1082013208100534","title":"Microwave and Radio Frequency Heating","year":2008,"lang":"en","type":"article","venue":"Food Science and Technology International","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dielectric heating; Microwave; Materials science; Radio frequency; Process engineering; Sterilization (economics); Thermal; Overheating (electricity); Nuclear engineering; Optoelectronics; Environmental science; Dielectric; Electrical engineering; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001948094,0.0000580606,0.00005050132,0.0001738556,0.0001793799,0.00001529438,0.0001871686,0.00008281945,0.000008208524],"category_scores_gemma":[0.0003520667,0.00005677044,0.000008120569,0.0002064514,0.0008674687,0.00001139507,0.0001420915,0.00007062198,0.000001312071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001563778,"about_ca_system_score_gemma":0.00008778805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004169837,"about_ca_topic_score_gemma":0.000005158903,"domain_scores_codex":[0.9994419,0.000007901911,0.00008741297,0.0002533592,0.00009507999,0.0001144066],"domain_scores_gemma":[0.9996359,0.000005310606,0.00003867241,0.0001049836,0.0001864158,0.00002865652],"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":[0.00000250235,0.000006678396,0.01370717,7.900947e-7,0.000007810096,0.000001244475,0.00002988357,2.054771e-7,0.97915,0.004320932,0.0001744601,0.0025983],"study_design_scores_gemma":[0.0001939903,0.0001723049,0.004338571,0.00000449338,0.000001540423,0.000492411,0.00006926047,0.00003982193,0.9894983,0.001978679,0.003125236,0.00008545142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994506,0.000182275,0.002242964,0.001032009,0.0001185135,0.00004773194,0.000004287321,0.00001627718,0.001849922],"genre_scores_gemma":[0.9817047,0.00006227606,0.01787467,0.0001682465,0.00005012304,0.000005257083,0.000003911526,0.000003518471,0.0001273094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0156317,"threshold_uncertainty_score":0.3196224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705864302235596,"score_gpt":0.2779189600090229,"score_spread":0.2608603169866669,"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."}}