{"id":"W2060730951","doi":"10.1089/vbz.2007.0273","title":"Guidance for Contained Field Trials of Vector Mosquitoes Engineered to Contain a Gene Drive System: Recommendations of a Scientific Working Group","year":2008,"lang":"en","type":"article","venue":"Vector-Borne and Zoonotic Diseases","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Vector (molecular biology); Group (periodic table); Field (mathematics); Field trial; Engineering; Biology; Gene; Genetics; Physics; Mathematics; Recombinant DNA","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":[0.0002961463,0.0001557736,0.0004348976,0.00009087438,0.0001326796,0.00002253385,0.0001440844,0.00007911255,0.00000682158],"category_scores_gemma":[0.0007396705,0.0001430348,0.0001722341,0.0001612358,0.00008714836,0.000005234261,0.00005035015,0.0000272057,6.056261e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001571188,"about_ca_system_score_gemma":0.0001241825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003963192,"about_ca_topic_score_gemma":0.00007305446,"domain_scores_codex":[0.9987337,0.00008569029,0.0005269857,0.0003244121,0.0001135558,0.0002156819],"domain_scores_gemma":[0.9989473,0.0002131011,0.0002166803,0.000310238,0.0001980301,0.0001146518],"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":[0.001046709,0.0001940478,0.001976078,0.0004090852,0.0002472813,0.00000417485,0.0002316575,0.00009740399,0.9861956,0.003041064,0.005377501,0.001179384],"study_design_scores_gemma":[0.003212226,0.002099123,0.04786969,0.0005479798,0.000411225,0.000009376587,0.000685703,0.0002643141,0.9336082,0.0001000857,0.01066909,0.0005229895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873592,0.003523562,0.00716501,0.0002934978,0.00033798,0.0007531467,0.0004996244,0.00001444118,0.00005350458],"genre_scores_gemma":[0.9969306,0.00007614502,0.002203006,0.00006798909,0.0002070095,0.0001255931,0.0001896362,0.00001677862,0.0001832327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05258742,"threshold_uncertainty_score":0.5832792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451152006314959,"score_gpt":0.2714534795597058,"score_spread":0.2469419594965562,"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."}}