{"id":"W2260746218","doi":"10.2139/ssrn.1533657","title":"Genetically Modified Organisms: Why We Need a Transparent System of Regulation","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Genetically modified organism; Business; Biology; Computational biology; Computer science; Genetics; Gene","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":[0.001204508,0.0001711974,0.0002434082,0.00003833565,0.0002102749,0.0000679421,0.0005611416,0.0001921134,0.0002994051],"category_scores_gemma":[0.0000566677,0.00007313354,0.0001320405,0.0003621539,0.0001049158,0.00007193902,0.00004545022,0.001386223,0.00002841599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563935,"about_ca_system_score_gemma":0.0003776377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246529,"about_ca_topic_score_gemma":0.002229536,"domain_scores_codex":[0.9969258,0.0001442084,0.0004496222,0.0002648243,0.0006261736,0.001589422],"domain_scores_gemma":[0.9992084,0.00009530655,0.0001405074,0.0001091128,0.0002490077,0.0001976853],"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":[0.00005856376,0.00006915272,0.0002301079,0.000008754238,0.00003492661,0.000001248935,0.0000429392,0.00004566652,0.8884361,0.07302171,0.00001770749,0.03803317],"study_design_scores_gemma":[0.003574142,0.006594193,0.1357219,0.000187736,0.0002939536,0.002381776,0.009216425,0.006291639,0.4968157,0.332378,0.00477671,0.001767838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991282,0.0002933524,0.004602294,0.002899703,0.0001509354,0.0002363414,0.000007284821,0.0000470741,0.0004809727],"genre_scores_gemma":[0.9987264,0.0003843232,0.0003253451,0.00002608776,0.0003071848,0.000005491784,0.000007754912,0.00000392817,0.000213514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3916204,"threshold_uncertainty_score":0.6022525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878405441364518,"score_gpt":0.2279590449554716,"score_spread":0.2091749905418265,"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."}}