{"id":"W1989186059","doi":"10.3138/jvme.30.2.112","title":"Vulnerabilities in Agriculture","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Business; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008286617,0.0002168031,0.0001717729,0.0008911781,0.00160292,0.002448216,0.0002416755,0.0009501156,0.006192752],"category_scores_gemma":[0.002677785,0.0001323882,0.000144025,0.0007949978,0.00338324,0.002561933,0.003012136,0.001550913,0.0002982827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107601,"about_ca_system_score_gemma":0.001815135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00504631,"about_ca_topic_score_gemma":0.007751216,"domain_scores_codex":[0.9994918,0.0001644081,0.00001649432,0.00005747014,0.00007190416,0.0001979509],"domain_scores_gemma":[0.9988122,0.0003469212,0.0002698506,0.00008285094,0.0001778087,0.0003104173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006926795,0.0001423854,0.1041387,0.0001254488,0.00005217874,0.001251448,0.02633949,0.003505629,0.001298018,0.77507,0.01476822,0.07323924],"study_design_scores_gemma":[0.000009481888,0.0001130723,0.1421795,0.0003472366,0.00003108914,0.001448608,0.07065263,0.001786998,0.0005598936,0.6533806,0.1294503,0.00004068687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6671986,0.004208923,0.003361697,0.06677528,0.0001828043,0.00003124279,0.0002074749,0.00003766588,0.2579963],"genre_scores_gemma":[0.9947601,0.001016029,0.0001608815,0.0005861589,0.00002838745,0.000006006652,0.00001871164,0.000002617753,0.003421109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006192752,"threshold_uncertainty_score":0.02071679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014748976924659,"score_gpt":0.3004371309017221,"score_spread":0.2702896411324755,"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."}}