{"id":"W4416096278","doi":"10.3389/fbioe.2025.1735333","title":"Editorial: The future of agricultural biosafety regulations","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biosafety; Food security; Outreach; Process (computing); Agriculture; Globe; Emerging technologies; Interoperability","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":[0.006448111,0.002852914,0.00225565,0.003636528,0.002810704,0.008166392,0.003075283,0.01043831,0.01878938],"category_scores_gemma":[0.02859086,0.0006961596,0.0023143,0.001451185,0.002958737,0.006186587,0.001580612,0.01411529,0.01254947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571573,"about_ca_system_score_gemma":0.003374304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531525,"about_ca_topic_score_gemma":0.002710848,"domain_scores_codex":[0.9941485,0.0008104339,0.0006739641,0.0009026286,0.003023037,0.0004415372],"domain_scores_gemma":[0.9732222,0.0110488,0.001480604,0.0006761362,0.01104208,0.002530199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003763561,0.00001392961,0.00003897963,0.0002313974,0.000008051068,0.0001108239,0.00004484654,0.00003388831,0.0000937749,0.0005822766,0.9929811,0.005823277],"study_design_scores_gemma":[0.00001970696,0.00002926887,0.0002328715,0.0005436963,0.00001893906,0.0002067604,0.000120524,0.0001050259,0.0001334492,0.0009577898,0.9976175,0.00001448672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000067679,0.002897585,0.0001213617,0.03697974,0.9576856,0.00001871142,0.00006914461,0.00004540556,0.002114681],"genre_scores_gemma":[0.001208965,0.003799981,0.0001957354,0.02142124,0.9597609,0.00002606367,0.00006032717,0.00004183561,0.01348495],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01878938,"threshold_uncertainty_score":0.06285673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003789301424980116,"score_gpt":0.198394751907524,"score_spread":0.1946054504825439,"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."}}