{"id":"W2039897521","doi":"10.1016/s0167-7799(02)02039-5","title":"Biotechnology in the global agri-food system","year":2002,"lang":"en","type":"article","venue":"Trends in biotechnology","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Economic shortage; Human welfare; Business; Biotechnology; Food processing; Food supply; Food industry; Welfare; Political science; Economics; Agricultural economics; Market economy; Biology; Law; Government (linguistics)","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":[0.0003290766,0.0001792258,0.0002546411,0.0001069559,0.00009459635,0.00002286675,0.0008179216,0.0008512296,0.0001986552],"category_scores_gemma":[0.00003408054,0.00006677398,0.00006259668,0.002026103,0.0002809012,0.00004794963,0.0001547018,0.0003886085,0.00006445511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935974,"about_ca_system_score_gemma":0.00000378118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002306639,"about_ca_topic_score_gemma":0.009002649,"domain_scores_codex":[0.9984637,0.000111038,0.0003561823,0.000442762,0.00009860852,0.0005276644],"domain_scores_gemma":[0.9996476,0.00006629819,0.00006609676,0.0001821864,0.00001131824,0.00002649737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001210884,0.0002574763,0.01830759,0.00001121571,0.00001054887,0.00006708386,0.0001243763,0.000001963345,0.000628378,0.2116639,0.0004661158,0.7684493],"study_design_scores_gemma":[0.0009403502,0.001424063,0.5504988,0.00004466114,0.00001114665,0.0004023259,0.01216684,0.0003738608,0.003263747,0.007331463,0.4227517,0.0007909953],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938924,0.0004927439,0.000002926402,0.1001693,0.00010927,0.0001614559,0.00001986216,0.0002514931,0.004900524],"genre_scores_gemma":[0.9992588,0.00008478547,0.0001058236,0.0003987589,0.00002835137,0.00005569872,0.00001032486,6.123779e-7,0.00005682931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7676583,"threshold_uncertainty_score":0.6565462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223628332981412,"score_gpt":0.2152126340778555,"score_spread":0.1928498007797143,"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."}}