{"id":"W4401902723","doi":"10.1007/978-3-031-51613-9_20","title":"Microwave-Vacuum Dehydration in Food Processing","year":2024,"lang":"en","type":"book-chapter","venue":"Food engineering series","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dehydration; Microwave; Food processing; Food science; Environmental science; Materials science; Computer science; Chemistry; Telecommunications; Biochemistry","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":[0.0001235494,0.0005907884,0.0004910579,0.0003855051,0.0002327183,0.0005081337,0.0006216988,0.0004475831,0.009161802],"category_scores_gemma":[0.0001047208,0.000374828,0.0002714539,0.0008089141,0.0003142575,0.001075834,0.0004324977,0.0007426101,0.003985568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269235,"about_ca_system_score_gemma":0.0001710793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003742558,"about_ca_topic_score_gemma":0.0009079407,"domain_scores_codex":[0.9999142,0.000008469363,0.00000298757,0.00001804634,0.00005045285,0.000005915123],"domain_scores_gemma":[0.9999709,0.00001242849,0.000002646036,0.00000466094,0.000007700312,0.000001570562],"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":[0.00006830852,0.0001516099,0.000143236,0.001668285,0.00002880987,0.0001303104,0.0001496845,0.008477331,0.1298208,0.08041419,0.0553039,0.7236436],"study_design_scores_gemma":[0.000008522551,0.000114584,0.0008338881,0.0002669988,0.00003218611,0.0006790718,0.00008001811,0.01261806,0.1006944,0.02155632,0.863085,0.00003095113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01957591,0.423549,0.216983,0.001118914,0.003974061,0.000103705,0.0002258944,0.0009621141,0.3335074],"genre_scores_gemma":[0.06959423,0.2004502,0.04689957,0.0004565962,0.001194838,0.0001285237,0.0003194679,0.0004196088,0.680537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009161802,"threshold_uncertainty_score":0.0306493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614997248420281,"score_gpt":0.1729195883763419,"score_spread":0.1567696158921391,"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."}}