{"id":"W4232205030","doi":"10.1002/9783527631728.ch23","title":"Energy Considerations in Osmotic Dehydration","year":2014,"lang":"en","type":"other","venue":"","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Osmotic dehydration; Dehydration; Scope (computer science); Mass transfer; Kinetics; Chemistry; Computer science; Chromatography; Physics; Biochemistry; Classical mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004883792,0.00007861976,0.0001010625,0.00001697065,0.00002891362,0.00002662279,0.00003839315,0.0001314424,0.003610223],"category_scores_gemma":[0.00001619267,0.0000264877,0.00002569625,0.00005312728,0.00001003798,0.0000114261,0.00001129361,0.0000429296,0.00006916736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006553798,"about_ca_system_score_gemma":0.000003983906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714521,"about_ca_topic_score_gemma":0.08957258,"domain_scores_codex":[0.9995672,0.00003160451,0.00009660271,0.0001494233,0.00005981856,0.00009535361],"domain_scores_gemma":[0.9998538,0.00005214399,0.0000360455,0.00002623633,0.000007710665,0.00002405617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000163499,0.00006485305,0.0001876832,0.000009496533,0.00001273818,0.000003942865,0.00002144472,0.0001372919,0.008371486,0.0330323,0.9080253,0.05013188],"study_design_scores_gemma":[0.0001147972,0.00008913611,0.0004617982,0.0001159686,0.000008947432,0.000003944876,0.00003341564,0.003696144,0.0002359798,0.004721138,0.9901628,0.0003558621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001466022,0.0002640274,0.0003433749,0.0007304481,0.0001646188,0.00007033231,0.000006312402,0.00019261,0.9967623],"genre_scores_gemma":[0.6326371,0.00002891739,0.0002190458,0.0005744711,0.0002953564,0.000008692793,0.00007853698,0.000003674669,0.3661542],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.631171,"threshold_uncertainty_score":0.9973006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251451224408187,"score_gpt":0.2030627387033815,"score_spread":0.1805482264592996,"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."}}