{"id":"W853132161","doi":"","title":"Betting the Farm: Food Safety, Risk Society, and the Canadian Cattle and Beef Commodity Chain","year":2004,"lang":"en","type":"book-chapter","venue":"Open ULeth Scholarship (OPUS) (University of Lethbridge)","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food safety; Commodity; Business; Agricultural science; Commodity chain; Food chain; Chain (unit); Agricultural economics; Beef cattle; Commerce; Food science; Economics; Geography; Environmental science; Finance; Biology; Forestry; Production (economics); Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004026345,0.0004888237,0.000166503,0.001250917,0.004835912,0.003322592,0.0009602138,0.001331145,0.03001686],"category_scores_gemma":[0.0009099745,0.0002362099,0.0001368084,0.002664575,0.003094728,0.00132418,0.0006097549,0.001253012,0.001778276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04302441,"about_ca_system_score_gemma":0.0609914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9756825,"about_ca_topic_score_gemma":0.9944728,"domain_scores_codex":[0.9995974,0.00002809069,0.000004749988,0.00002686738,0.0002565941,0.00008635839],"domain_scores_gemma":[0.999684,0.00005359706,0.00001049751,0.00001021915,0.0001660121,0.00007578889],"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":[0.0000120698,0.00001800529,0.0007624975,0.00009677543,0.000003531004,0.0001134938,0.0043666,0.0004068457,0.0002195273,0.2090171,0.6822752,0.1027083],"study_design_scores_gemma":[0.000001779614,0.000003654145,0.002609371,0.0001269577,0.000002933492,0.00003382983,0.001960695,0.0001083788,0.00005507098,0.01330103,0.9817878,0.000008490398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005246576,0.06710476,0.000919871,0.03979298,0.001225944,0.00004284573,0.000404706,0.00008437504,0.8851779],"genre_scores_gemma":[0.06070621,0.03019129,0.001262803,0.003450526,0.000213679,0.0000234928,0.0002326797,0.00004396209,0.9038754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04302441,"threshold_uncertainty_score":0.3121654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902346352968129,"score_gpt":0.2154690017952733,"score_spread":0.176445538265592,"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."}}