{"id":"W4411923646","doi":"10.1016/j.tjnut.2025.06.025","title":"Golden Rice: A Quarter-Century of Innovation, Challenges, and the Promise of Better Nutrition","year":2025,"lang":"en","type":"review","venue":"Journal of Nutrition","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Rockefeller Foundation; Bill and Melinda Gates Foundation","keywords":"Quarter (Canadian coin); Biotechnology; Nutritional science; Food science; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009406374,0.0001323058,0.0008364759,0.0001314975,0.00005191898,0.00002071081,0.0002311822,0.0001907278,0.00001591639],"category_scores_gemma":[0.0001373347,0.00003926138,0.000255679,0.0007124507,0.0001043461,0.0001096044,0.00003722287,0.0003121207,6.285729e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002764416,"about_ca_system_score_gemma":0.00004163968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007952525,"about_ca_topic_score_gemma":0.000003684588,"domain_scores_codex":[0.9981208,0.0003506434,0.0009533381,0.0001154353,0.0003426074,0.0001171591],"domain_scores_gemma":[0.9975964,0.0005809353,0.001046901,0.00004943528,0.0006963338,0.00002998474],"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":[0.00007483604,0.0005865942,0.00000118108,0.01940008,0.00006324541,0.000002914161,0.00004867726,2.810274e-9,0.0005183909,0.0004065552,0.001500016,0.9773975],"study_design_scores_gemma":[0.002083484,0.0008466976,0.001194159,0.04729742,0.0004382785,0.0001480822,0.0006048566,7.94559e-7,0.00004268204,0.003206164,0.9439729,0.0001644323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00251566,0.9940416,6.643431e-7,0.002529859,0.00008198059,0.00067438,0.00003886237,0.000002555176,0.0001144483],"genre_scores_gemma":[0.001267221,0.9981446,0.0000517909,0.00001347813,0.0004329855,0.00003429816,0.00003734816,8.819888e-7,0.00001743681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9772331,"threshold_uncertainty_score":0.1601032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05446388678455656,"score_gpt":0.3126821620889063,"score_spread":0.2582182753043497,"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."}}