{"id":"W4283527381","doi":"10.1080/07373937.2022.2089819","title":"Role of drying in food quality, security, and sustainability","year":2022,"lang":"en","type":"article","venue":"Drying Technology","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Sustainability; Food security; Quality (philosophy); Business; Food quality; Environmental science; Environmental economics; Food science; Chemistry; Economics; Agriculture; Biology; 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":[0.0006427783,0.0004907921,0.0003763099,0.0004332239,0.0003299246,0.001341449,0.0004304381,0.0007963481,0.001986109],"category_scores_gemma":[0.001042245,0.0002572285,0.000505846,0.0004577252,0.001171393,0.002235447,0.0006797898,0.0006062326,0.0001138398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008153699,"about_ca_system_score_gemma":0.0004325612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899528,"about_ca_topic_score_gemma":0.002531229,"domain_scores_codex":[0.9998264,0.00007335206,0.00000713764,0.00003999329,0.00002625978,0.00002694241],"domain_scores_gemma":[0.9997275,0.0001513803,0.00004954204,0.0000254604,0.00002713743,0.00001887544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009555,0.0001883681,0.008432773,0.0003439143,0.00009343054,0.000211489,0.0002144326,0.71454,0.02265743,0.2187236,0.0008954541,0.03360355],"study_design_scores_gemma":[0.00001527393,0.0001206904,0.006917453,0.00006144591,0.0000424104,0.00012752,0.0003223131,0.8661133,0.006331769,0.1142432,0.005660444,0.00004414225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7707099,0.009167128,0.1717959,0.003013084,0.0002065571,0.00007418214,0.0002769359,0.0001376174,0.04461876],"genre_scores_gemma":[0.9902873,0.002505303,0.004625581,0.00006207149,0.0000200611,0.00001582718,0.00002592657,0.00001774861,0.002440222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003899528,"threshold_uncertainty_score":0.007753611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446279289254864,"score_gpt":0.2465640208217891,"score_spread":0.2321012279292405,"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."}}