{"id":"W6940220148","doi":"10.7488/era/4123","title":"Regulation, traceability and stakeholder engagement for genome editing technology","year":2024,"lang":"en","type":"other","venue":"ERA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traceability; Selection (genetic algorithm); Productivity; Agriculture; Stakeholder; Genome editing; Production (economics); Agricultural biotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0727046,0.0006420543,0.0005160669,0.00133173,0.002863438,0.01205046,0.003190594,0.007334462,0.009381005],"category_scores_gemma":[0.08161524,0.0004872251,0.000806946,0.001065332,0.007008217,0.009271166,0.0136346,0.007414606,0.003055453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004825552,"about_ca_system_score_gemma":0.01411599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152432,"about_ca_topic_score_gemma":0.001910799,"domain_scores_codex":[0.9141127,0.04971828,0.003397207,0.008644308,0.01924117,0.004886271],"domain_scores_gemma":[0.9175974,0.04807743,0.004993638,0.0118067,0.01169139,0.005833532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001758068,0.0003046479,0.006061473,0.001276349,0.00007187919,0.001705476,0.02969665,0.002040253,0.03004093,0.596826,0.04553598,0.2862646],"study_design_scores_gemma":[0.00004162758,0.0002219775,0.002340559,0.001104903,0.0000276817,0.0008122763,0.00673718,0.001799102,0.01020066,0.1718448,0.8047655,0.0001037079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04238675,0.008215073,0.2898447,0.2170152,0.003059323,0.002304155,0.0004731967,0.001604024,0.4350976],"genre_scores_gemma":[0.7212366,0.006623792,0.128283,0.05026481,0.001176663,0.003198461,0.001257717,0.0008461918,0.08711276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9971365,"threshold_uncertainty_score":0.3845032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412906735610611,"score_gpt":0.2865640705913508,"score_spread":0.2324350032352447,"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."}}