{"id":"W4399337166","doi":"10.15407/animbiol26.01.003","title":"Feed efficiency of dairy cattle as genetic trait","year":2024,"lang":"en","type":"article","venue":"The Animal Biology","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feed conversion ratio; Residual feed intake; Heritability; Dairy cattle; Biology; Trait; Dry matter; Biotechnology; Animal feed; Fodder; Animal science; Agronomy; Body weight","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003173151,0.0004506361,0.0007390579,0.0008906361,0.00009696984,0.0008079627,0.0003433396,0.0003336014,0.001416559],"category_scores_gemma":[0.0003385331,0.00008377726,0.000288222,0.001415723,0.0002021156,0.0003168097,0.0002035968,0.0003201084,0.0002544554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004700835,"about_ca_system_score_gemma":0.000237749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065815,"about_ca_topic_score_gemma":0.001164044,"domain_scores_codex":[0.9997997,0.0000471407,0.00001766748,0.00007906862,0.00004097545,0.00001544752],"domain_scores_gemma":[0.9998524,0.00007872585,0.00003225348,0.000004589291,0.00002537089,0.000006503392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002638477,0.00006962026,0.03167953,0.009940254,0.0008490612,0.0006804199,0.0002671988,0.004325414,0.0248962,0.008251833,0.00697444,0.9118021],"study_design_scores_gemma":[0.0000362451,0.0009839514,0.2926159,0.004588658,0.002157161,0.007167642,0.000624216,0.008339833,0.0137601,0.01794106,0.6515346,0.0002506439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02960982,0.9561582,0.007961383,0.0005147106,0.0003876978,0.0000104096,0.0005454322,0.00004071938,0.004771728],"genre_scores_gemma":[0.1612926,0.8259081,0.005795191,0.000479244,0.0008227142,0.00003964987,0.001142969,0.00002276219,0.00449667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002065815,"threshold_uncertainty_score":0.004738867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223068299870639,"score_gpt":0.2390982782374557,"score_spread":0.2167914482503918,"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."}}