{"id":"W1504505784","doi":"10.1002/fes3.60","title":"Challenging regulations: Managing risks in crop biotechnology","year":2015,"lang":"en","type":"editorial","venue":"Food and Energy Security","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Animal and Plant Health Inspection Service; European Food Safety Authority","keywords":"Biotechnology; Crop; Agriculture; Biology; Genomics; Abiotic stress; Business; Agronomy; Genome; Genetics; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001933034,0.0002585145,0.0002651189,0.0001675378,0.00005348471,0.00002603764,0.0001780209,0.001120082,0.000002174268],"category_scores_gemma":[0.000129115,0.0002861091,0.00005511318,0.000104401,0.00005994189,0.000003045791,0.0002348077,0.0003313489,7.428048e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002623316,"about_ca_system_score_gemma":0.00006580395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003049841,"about_ca_topic_score_gemma":0.0009459144,"domain_scores_codex":[0.9987697,0.00003383817,0.0002260074,0.000502418,0.0001628778,0.0003051569],"domain_scores_gemma":[0.9994176,0.0000188158,0.00006463667,0.0003571124,0.0000623333,0.00007950249],"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":[0.0001509738,0.0001579324,0.00008083038,0.0004594254,0.000363551,0.00003898712,0.0005138054,0.005126196,0.006653758,0.003276624,0.9607201,0.0224578],"study_design_scores_gemma":[0.0004551869,0.0002324706,0.00002263729,0.00006606634,0.00001883949,0.00000477475,0.00006824735,0.0005251383,0.003795486,0.001596458,0.9928605,0.0003542206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.06104133,0.1527802,0.005639605,0.0007038758,0.7731889,0.0002551941,0.0002750505,0.0002218752,0.005893944],"genre_scores_gemma":[0.7593666,0.01001044,0.0001569578,0.00001930668,0.2293453,0.00003626796,0.0007741548,0.00006414763,0.0002268487],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6983252,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022580102661045,"score_gpt":0.2830886630191428,"score_spread":0.2728628619925323,"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."}}