{"id":"W2183348359","doi":"10.15232/s1080-7446(15)30858-5","title":"REVIEW: Identification and Traceability of Cattle in Selected Countries Outside of North America","year":2008,"lang":"en","type":"article","venue":"The Professional Animal Scientist","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; Colorado Department of Agriculture; U.S. Department of Agriculture","keywords":"Traceability; Identification (biology); Livestock; Radio-frequency identification; Business; Risk analysis (engineering); Biotechnology; Computer science; Biology; Computer security; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543593,0.00008143974,0.0002053362,0.00001034057,0.0001992158,0.000004992378,0.0002457263,0.00002718596,0.0001090862],"category_scores_gemma":[0.0002702495,0.00002819412,0.00003872941,0.0007860045,0.0008305715,0.0000991368,0.00008866531,0.000105622,0.000004825103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002005858,"about_ca_system_score_gemma":0.00003672342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000589086,"about_ca_topic_score_gemma":0.002770634,"domain_scores_codex":[0.9986996,0.0002149319,0.0003937465,0.0002358952,0.0003037037,0.000152121],"domain_scores_gemma":[0.9991574,0.0003007847,0.0002037948,0.0000815766,0.0002165767,0.00003984532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133835,0.0003875796,0.9324076,0.0002475609,0.000005650078,7.03434e-7,0.0005781288,0.000002386389,0.06031256,0.00004104728,0.002524671,0.00335825],"study_design_scores_gemma":[0.00005426675,0.000098211,0.9969986,0.00009263107,0.000005471644,0.000004303539,0.00009584658,0.00003308185,0.001611392,0.00006926407,0.000879825,0.00005711661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943137,0.001585097,4.581768e-7,0.003482753,0.0000588024,0.0003916205,0.0001293339,0.00001399044,0.00002422439],"genre_scores_gemma":[0.9993039,0.0003915571,0.00003356541,0.00008527753,0.00001464588,0.00001744124,0.00003637133,4.916816e-7,0.0001167477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06459096,"threshold_uncertainty_score":0.3060275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812098287768703,"score_gpt":0.2539350824541488,"score_spread":0.2358140995764617,"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."}}