{"id":"W4386570244","doi":"10.3168/jds.2022-22951","title":"The Resilient Dairy Genome Project—A general overview of methods and objectives related to feed efficiency and methane emissions","year":2023,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia; University of Alberta; University of Guelph","funders":"Ontario Ministry of Research and Innovation; Agriculture and Agri-Food Canada; Agricultural Research Service; College of Engineering, Michigan State University; Natural Sciences and Engineering Research Council of Canada; Agroscope; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Ontario Ministry of Economic Development, Job Creation and Trade; La Trobe University; University of Alberta; Genome British Columbia; Université Laval; Freie Universität Berlin; Ontario Genomics Institute; Eidgenössische Technische Hochschule Zürich; Ontario Genomics; University of Wisconsin-Madison; McGill University; Dairy Farmers of Canada; Ministero dello Sviluppo Economico; Iowa State University; Genome Canada; Foundation for Food and Agriculture Research; Aarhus Universitet; Michigan State University; Genome Alberta; Purdue University; Universidade Estadual Paulista; U.S. Department of Agriculture","keywords":"Methane emissions; Methane; Greenhouse gas; Environmental science; Biotechnology; Business; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02073959,0.002518328,0.002226085,0.01052857,0.001182904,0.00640641,0.003444071,0.002176461,0.006184455],"category_scores_gemma":[0.02013184,0.001598813,0.001908132,0.01963852,0.000791891,0.00293347,0.005028199,0.003124079,0.006986883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313465,"about_ca_system_score_gemma":0.008784783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591031,"about_ca_topic_score_gemma":0.01178095,"domain_scores_codex":[0.9912133,0.002531754,0.001194346,0.002015467,0.002439286,0.0006058103],"domain_scores_gemma":[0.9873642,0.003633453,0.002071752,0.002277276,0.003524366,0.001128899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00164156,0.0003583304,0.03000908,0.01128822,0.001144595,0.000506714,0.00163048,0.0082429,0.02765294,0.01444503,0.3000137,0.6030664],"study_design_scores_gemma":[0.0001325144,0.0001319382,0.02444098,0.002163476,0.0002572853,0.0003063557,0.0002348405,0.001931488,0.006983402,0.006299154,0.9569311,0.000187448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0159777,0.0597215,0.1799554,0.007415717,0.0009081642,0.002443028,0.6953725,0.01435211,0.02385378],"genre_scores_gemma":[0.01093875,0.02191188,0.2644604,0.00140004,0.0002852758,0.002314844,0.6933509,0.002744703,0.002593181],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02073959,"threshold_uncertainty_score":0.1096828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050480685748815,"score_gpt":0.3636047076748166,"score_spread":0.3330999008173284,"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."}}