{"id":"W4401052082","doi":"10.1007/978-3-031-63917-3_3","title":"How Are Gene Editing Technologies Regulated in the Agrifood System?","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in environmental science","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Genome editing; Computational biology; Gene; Biology; Computer science; Genetics; CRISPR","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003998207,0.0002727297,0.0001811811,0.000158883,0.00007716269,0.0001025315,0.000715507,0.0002681379,0.000003284613],"category_scores_gemma":[0.00002454713,0.0002238207,0.00007069908,0.0001017573,0.0005537923,0.000007456508,0.0005306407,0.0003613176,0.00001273286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781421,"about_ca_system_score_gemma":0.00002047613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005819821,"about_ca_topic_score_gemma":0.00002901263,"domain_scores_codex":[0.9983491,0.000006595927,0.0002147688,0.0006943515,0.0003734146,0.0003618072],"domain_scores_gemma":[0.9993272,0.000007347244,0.000085102,0.0005445927,0.000004030233,0.00003167815],"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":[0.00001026404,0.00003450329,0.0009317656,0.0002088161,0.00002995732,0.0002617092,0.0001948965,0.001135603,0.9846468,0.005144413,0.00014299,0.0072583],"study_design_scores_gemma":[0.000660118,0.0003150491,0.01225134,0.001780068,0.00007049648,0.0004217978,0.005540524,0.0007173196,0.7685071,0.001445221,0.2064721,0.001818962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7374511,0.0566995,0.0009441266,0.003270049,0.003484058,0.003052233,0.0002863223,0.0004378387,0.1943748],"genre_scores_gemma":[0.9884552,0.0004151573,0.0002125466,0.00002013058,0.0002182585,0.00002524452,0.00001684797,0.00003322249,0.01060337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2510042,"threshold_uncertainty_score":0.9127145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005106407936934585,"score_gpt":0.2100295675013262,"score_spread":0.2049231595643916,"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."}}