{"id":"W4403693452","doi":"10.1080/10408398.2024.2418892","title":"Recent research directions on functional royal jelly: highlights prospects in food, nutraceutical, and pharmacological industries","year":2024,"lang":"en","type":"review","venue":"Critical Reviews in Food Science and Nutrition","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Jordan University of Science and Technology","keywords":"Nutraceutical; Royal jelly; Functional food; Dietary supplement; Food industry; Biotechnology; Traditional medicine; Food science; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586399,0.0003918605,0.001172638,0.0003080681,0.0004719646,0.0003871195,0.0003638475,0.0004378935,0.0001492545],"category_scores_gemma":[0.004563442,0.0001577477,0.0001430588,0.005884571,0.001964675,0.0002323848,0.0003130684,0.001746465,0.00006926796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769277,"about_ca_system_score_gemma":0.000112229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000074649,"about_ca_topic_score_gemma":0.00009230697,"domain_scores_codex":[0.9953653,0.0005932772,0.0008570473,0.001503689,0.0009035584,0.0007770884],"domain_scores_gemma":[0.9977538,0.001381052,0.00006604812,0.000114676,0.000313689,0.0003707581],"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":[0.00002059176,0.0007259882,0.0000034545,0.002631388,0.00001073179,0.00001225829,0.00001047205,1.143193e-8,0.0002998164,0.008847644,0.002207157,0.9852305],"study_design_scores_gemma":[0.00009607671,0.0009273059,0.00003827484,0.009141349,0.0001241417,0.00002067252,0.00003312327,0.000008819276,0.0001994213,0.004787965,0.9843142,0.000308653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004172167,0.9861711,9.417287e-8,0.007453405,0.0002327244,0.001466974,0.00005143799,0.00003922549,0.0004128565],"genre_scores_gemma":[0.00611391,0.9923437,0.00003127373,0.0001185833,0.0004976413,0.0008066034,0.00003683516,0.000003262739,0.00004825497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849218,"threshold_uncertainty_score":0.7587618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3130860258112004,"score_gpt":0.4299868049879015,"score_spread":0.1169007791767011,"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."}}