{"id":"W2785455202","doi":"10.1038/nbt.4069","title":"Rationalizing governance of genetically modified products in developing countries","year":2018,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Genetically modified organism; Business; Corporate governance; Genetically engineered; Biotechnology; Developing country; Biology; Economics; Genetics; Gene; Economic growth; Finance","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":[0.0002297907,0.0001070918,0.000165822,0.00003107104,0.00006867532,0.00001458617,0.0004397237,0.0007100895,0.0001158579],"category_scores_gemma":[0.0005003564,0.00004890678,0.00001927551,0.0007619111,0.0004319923,0.00003622039,0.000178678,0.0003727491,0.00003361268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005135171,"about_ca_system_score_gemma":0.00006108786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004518841,"about_ca_topic_score_gemma":0.0005448934,"domain_scores_codex":[0.998771,0.00004060025,0.0002335923,0.0003645277,0.000277369,0.0003129057],"domain_scores_gemma":[0.9994453,0.00009407294,0.00006913832,0.0001049928,0.0002603312,0.00002614079],"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":[0.00003211995,0.00002453621,0.0007964796,0.00001035881,0.000004800148,0.000002889084,0.00001764539,0.000001255521,0.7842841,0.1992551,0.0001702095,0.01540055],"study_design_scores_gemma":[0.0001156702,0.0001861144,0.1103745,0.00002214835,0.000001678575,0.000006485619,0.00001532178,0.00005824593,0.8362713,0.002817169,0.05000665,0.0001246888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483963,0.0006205113,0.0001080147,0.04999282,0.0001059942,0.0002179154,0.000009404318,0.00005585553,0.0004931418],"genre_scores_gemma":[0.9923898,0.0003434177,0.006600579,0.0004771735,0.0001277311,0.000007961292,0.000007458206,0.00000128977,0.00004460847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964379,"threshold_uncertainty_score":0.547686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019798757997978,"score_gpt":0.2553967363007398,"score_spread":0.2355979783027618,"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."}}