{"id":"W2056282346","doi":"10.4141/cjas2011-044","title":"Review:<i>Trans-</i>forming beef to provide healthier fatty acid profiles","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Fatty acid; Ruminant; Food science; Human health; Health benefits; Chemistry; Biology; Biochemistry; Medicine; Ecology; Environmental health; Traditional medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002667364,0.0001313801,0.000269488,0.0005044081,0.0007432529,0.0000869142,0.0008941116,0.00004570319,0.0002304134],"category_scores_gemma":[0.0008263299,0.0001068916,0.00008164874,0.001090593,0.0005056729,0.0008205332,0.00002106745,0.0004904677,0.00005134664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005877932,"about_ca_system_score_gemma":0.005245149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009708353,"about_ca_topic_score_gemma":0.02371446,"domain_scores_codex":[0.9974294,0.00007194206,0.0005024596,0.0002454004,0.000573246,0.001177606],"domain_scores_gemma":[0.9955144,0.00002159086,0.00018591,0.0001997732,0.0005611948,0.003517144],"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":[0.001112831,0.0001011921,0.02044169,0.00236285,0.00001821071,0.0004413323,0.01517472,0.000002168389,0.7554032,0.001052072,0.06825341,0.1356363],"study_design_scores_gemma":[0.0008793682,0.01099863,0.2586,0.00880604,0.00005205394,0.001214678,0.00125512,0.00005733797,0.4366704,0.0006579845,0.2799858,0.000822594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751659,0.02804926,0.001127985,0.07874694,0.002444324,0.002243626,0.00006426833,0.00004140309,0.01211624],"genre_scores_gemma":[0.9762684,0.0003678688,0.01353461,0.009591163,0.0002084942,0.000005283143,3.819355e-7,0.00001489951,0.000008907001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3187328,"threshold_uncertainty_score":0.9968861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06513769231067222,"score_gpt":0.3310794165455599,"score_spread":0.2659417242348877,"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."}}