{"id":"W4405665404","doi":"10.1080/07373937.2024.2445039","title":"Effects of ultrasonic-assisted osmotic pretreatment on convective air-drying assisted radio frequency drying of apple slices","year":2024,"lang":"en","type":"article","venue":"Drying Technology","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ultrasonic sensor; Materials science; Convection; Osmotic dehydration; Composite material; Chemistry; Mass transfer; Chromatography; Meteorology; Acoustics; Physics","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":[0.0001110875,0.0003284674,0.0001920749,0.0001260305,0.00007545126,0.0001447737,0.000113667,0.0001547671,0.0005167511],"category_scores_gemma":[0.0001824652,0.0001350516,0.0002284468,0.0001004594,0.0001144023,0.0002109223,0.0001070975,0.0003476885,0.00008102441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007217818,"about_ca_system_score_gemma":0.0001087512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005067883,"about_ca_topic_score_gemma":0.001148631,"domain_scores_codex":[0.9999328,0.000009245179,0.000006432435,0.00001720099,0.0000184402,0.00001584834],"domain_scores_gemma":[0.9999194,0.00001786363,0.00002883439,0.000006120692,0.000016664,0.00001101905],"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":[0.00005573381,0.00001091171,0.00008343418,0.00004985699,0.000003906084,0.00002028502,0.00001247037,0.0000318714,0.9986851,0.000009105734,0.00000940832,0.001027932],"study_design_scores_gemma":[0.000009175244,0.000386174,0.005155112,0.000007275812,0.00002797106,0.00005679975,0.00003360784,0.0005028368,0.9931206,0.000008307757,0.000685106,0.000006955293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967836,0.00145173,0.001212824,0.00002360255,0.0000178262,0.00002025324,0.00004563363,0.00002498943,0.0004194626],"genre_scores_gemma":[0.9952738,0.001109502,0.002888004,0.00005171434,0.000008905011,0.00001968193,0.0000827871,0.00001352434,0.0005522149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005167511,"threshold_uncertainty_score":0.001728654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379361478126213,"score_gpt":0.2301028264747612,"score_spread":0.2163092116934991,"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."}}