{"id":"W3143289841","doi":"10.1016/j.ijbiomac.2021.03.172","title":"Effects of chitosan coating on freeze-drying of blueberry enhanced by ultrasound pre-treatment in sodium bicarbonate medium","year":2021,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China Stem Cell and Translational Research","keywords":"Chitosan; Sodium bicarbonate; Bicarbonate; Chemistry; Sodium; Coating; Freeze-drying; Ultrasound; Chromatography; Biochemistry; Organic chemistry; Medicine","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":[0.0001222675,0.0002554203,0.0002062456,0.0001421804,0.0001570455,0.0001637222,0.0001909557,0.0002987432,0.001319285],"category_scores_gemma":[0.0002769149,0.0001318128,0.0002542596,0.0001469633,0.0001404969,0.0001712768,0.0001018707,0.000337904,0.0001145753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920414,"about_ca_system_score_gemma":0.0001549904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313521,"about_ca_topic_score_gemma":0.004626307,"domain_scores_codex":[0.9999084,0.000006778683,0.000006504563,0.00002201351,0.00002897098,0.00002723685],"domain_scores_gemma":[0.9997926,0.00004990957,0.00005340328,0.0000144078,0.00005807595,0.00003158498],"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":[0.0001033098,0.00001167213,0.00006835906,0.00005640121,0.000004713668,0.00005533258,0.00002000235,0.00006217757,0.9988897,0.00001141694,0.00001904524,0.0006977397],"study_design_scores_gemma":[0.000005060132,0.0001389508,0.00221332,0.000005288469,0.00001331254,0.00003685451,0.00001535311,0.0004104804,0.9967787,0.000002734896,0.0003748838,0.000005020496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980137,0.0007219668,0.0004280062,0.00002226232,0.00002587143,0.00001261566,0.00006421502,0.00001914189,0.000692307],"genre_scores_gemma":[0.99666,0.0005446578,0.001217087,0.00003327388,0.000006839475,0.000009589771,0.00008948086,0.00001515955,0.001423846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313521,"threshold_uncertainty_score":0.004600048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175863847949783,"score_gpt":0.2487675387808979,"score_spread":0.2370089003014001,"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."}}