{"id":"W4385758116","doi":"10.3390/gels9080648","title":"Bigels as Delivery Systems: Potential Uses and Applicability in Food","year":2023,"lang":"en","type":"review","venue":"Gels","topic":"Food Chemistry and Fat Analysis","field":"Agricultural and Biological Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochemical engineering; Context (archaeology); Biocompatibility; Food industry; Palatability; Food processing; Nanotechnology; Food systems; Food science; Business; Biotechnology; Materials science; Chemistry; Engineering; Organic chemistry; Biology; Food security","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002419742,0.000241689,0.0008893438,0.00001954206,0.00008049647,0.00009014423,0.000258134,0.0003177873,0.00006030477],"category_scores_gemma":[0.00003753882,0.00008803257,0.0002814885,0.0005638073,0.00005878435,0.00004262738,0.0001496324,0.0001922306,0.0001040158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003165218,"about_ca_system_score_gemma":0.00001562653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003378813,"about_ca_topic_score_gemma":0.0001569058,"domain_scores_codex":[0.9985918,0.0001029055,0.000413893,0.0004845283,0.0001592899,0.0002475306],"domain_scores_gemma":[0.9994469,0.0002110745,0.0001384743,0.00009147143,0.00002502775,0.00008700776],"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":[0.000003984793,0.0000513661,0.00002562221,0.004768371,0.0001440643,0.00002173429,0.000009206852,0.000002627087,0.0002286829,0.00002998615,0.0001097483,0.9946046],"study_design_scores_gemma":[0.00006030636,0.0001402703,0.0001247195,0.002534227,0.0003336277,0.00003328054,0.0001859558,0.000006683213,0.00002571915,0.0002023353,0.9958541,0.0004987787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0433425,0.9557946,1.660398e-7,0.00002059951,0.00006034934,0.000323624,0.0002050992,0.00006244802,0.0001905908],"genre_scores_gemma":[0.0219,0.977277,0.000001812641,0.000008559412,0.0002732781,0.000101839,0.0001714599,0.00000169599,0.000264335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9957443,"threshold_uncertainty_score":0.3589864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06758419335823489,"score_gpt":0.2761174843800938,"score_spread":0.2085332910218589,"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."}}