{"id":"W4200207372","doi":"10.1093/af/vfab057","title":"Consequence of epigenetic processes on animal health and productivity: is additional level of regulation of relevance?","year":2021,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Birth, Development, and Health","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Relevance (law); Epigenetics; Productivity; Biology; Computational biology; Genetics; Gene; Political science; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001527176,0.00009551561,0.0003830103,0.00008289523,0.00004406853,0.000002091094,0.0000313176,0.00005440199,0.0001209331],"category_scores_gemma":[0.0004070242,0.00009368862,0.00002899976,0.0002417372,0.0002219926,0.00006221627,0.0000152675,0.00008857872,7.382534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005280581,"about_ca_system_score_gemma":0.002380405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004386658,"about_ca_topic_score_gemma":0.00002699418,"domain_scores_codex":[0.9988921,0.0000390394,0.0003655144,0.0002620826,0.0002857471,0.0001555011],"domain_scores_gemma":[0.9990011,0.00005320342,0.0002916801,0.000135527,0.0004178758,0.000100627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01065771,0.002383826,0.2119004,0.03179541,0.0006599606,0.00007282056,0.01134986,0.000007363919,0.4109227,0.03515334,0.2469811,0.03811542],"study_design_scores_gemma":[0.001015127,0.002824956,0.7150959,0.001073414,0.00003682137,0.00009168016,0.0009133896,0.00003655343,0.2721384,0.0043427,0.002292179,0.000138951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872394,0.004162877,0.0004146302,0.006455362,0.00006948302,0.0003543359,0.0007230804,0.00001145251,0.0005693724],"genre_scores_gemma":[0.972468,0.009284566,0.01749401,0.0004731662,0.00004091087,0.000007636017,0.0001092846,0.00001090138,0.0001115187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5031955,"threshold_uncertainty_score":0.4222736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820082224544191,"score_gpt":0.3102612789206,"score_spread":0.242060456675158,"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."}}