{"id":"W2054401265","doi":"10.1007/s00253-009-2169-3","title":"Microbial fatty acid conversion within the rumen and the subsequent utilization of these fatty acids to improve the healthfulness of ruminant food products","year":2009,"lang":"en","type":"review","venue":"Applied Microbiology and Biotechnology","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Rumen; Ruminant; Conjugated linoleic acid; Docosahexaenoic acid; Vaccenic acid; Eicosapentaenoic acid; Linoleic acid; Food science; Fatty acid; Biochemistry; Biology; Polyunsaturated fatty acid; Oleic acid; Fermentation; Chemistry; Agronomy","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002139178,0.0004884816,0.001650415,0.0002570512,0.0004752761,0.00002007719,0.0009050908,0.001367648,0.000003725329],"category_scores_gemma":[0.0002054555,0.0002145845,0.0001422234,0.0006567575,0.003811458,0.00002617519,0.0005202838,0.001379426,0.000006752802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000903307,"about_ca_system_score_gemma":0.0002797926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007160651,"about_ca_topic_score_gemma":0.0001069679,"domain_scores_codex":[0.996773,0.0007208274,0.0009699751,0.000772464,0.00009648236,0.0006672701],"domain_scores_gemma":[0.9975638,0.0004095469,0.0008870244,0.0009531821,0.0001177865,0.00006862909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002163606,0.0001620005,0.000007362254,0.008848355,0.000265071,0.000001582611,0.00102113,2.991262e-7,0.3377049,0.02138551,0.0003814797,0.6280587],"study_design_scores_gemma":[0.001910372,0.001955688,0.00002917873,0.001217509,0.0004514206,0.0003167421,0.0006361197,0.000002698346,0.7783253,0.0009169822,0.2138654,0.0003725675],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01957266,0.9449287,0.0002586738,0.02677116,0.0005840949,0.00748162,0.0003193364,0.00006449685,0.00001923482],"genre_scores_gemma":[0.1648608,0.8333282,0.0004833873,0.0008231347,0.0001005974,0.0002101752,0.0001435198,0.00004197474,0.000008167544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6276861,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158458336744988,"score_gpt":0.2945957222187829,"score_spread":0.2630111388513331,"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."}}