{"id":"W4391729541","doi":"10.1016/j.heliyon.2024.e25321","title":"Psyllium and okra mucilage as co-carrier wall materials for fenugreek oil encapsulation and its utilization as fat replacers in pan bread and biscuit production","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; National Research Centre","keywords":"Mucilage; Food science; Organoleptic; Chemistry; Flavor; Botany; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310132,0.0001202673,0.0001238671,0.00003864666,0.0001349625,0.000244527,0.00003260667,0.00009882008,0.0001289151],"category_scores_gemma":[0.0001776461,0.00005969858,0.00001406521,0.0001825062,0.00003375383,0.0003536784,0.00001951895,0.00004359431,0.000009507605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002186564,"about_ca_system_score_gemma":0.00001030194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007597519,"about_ca_topic_score_gemma":0.0002427339,"domain_scores_codex":[0.9990837,0.0000464914,0.000196975,0.000402196,0.0001232475,0.0001474099],"domain_scores_gemma":[0.9997326,0.00005745976,0.00005283607,0.0000318094,0.0000722356,0.00005301696],"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":[0.00008847838,0.0000163338,0.000847879,0.0006493922,0.000005537347,0.000001767061,0.0008436165,0.000002523582,0.9433028,0.0005646354,0.0001749345,0.0535021],"study_design_scores_gemma":[0.0009367694,0.0007673319,0.09724034,0.00162602,0.00007801766,0.0001755426,0.001664948,0.001017683,0.7760458,0.003267243,0.1163069,0.0008734126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932598,0.00403977,0.000003070791,0.001921052,0.0001755106,0.000261877,0.00003957357,0.00006907539,0.0002301944],"genre_scores_gemma":[0.9939645,0.003905971,0.00001705387,0.0001339384,0.0001398199,0.00003126766,0.0001242493,0.000002514883,0.001680703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.167257,"threshold_uncertainty_score":0.2434438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183434050478328,"score_gpt":0.2881563220321692,"score_spread":0.246321981527386,"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."}}