{"id":"W2101690743","doi":"10.1071/an11085","title":"Design and phenotyping procedures for recording wool, skin, parasite resistance, growth, carcass yield and quality traits of the SheepGENOMICS mapping flock","year":2012,"lang":"en","type":"article","venue":"Animal Production Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Australian Wool Innovation","keywords":"Flock; Wool; Biology; Biotechnology; Environmental management system; Drought tolerance; Veterinary medicine; Agronomy; Irrigation; Ecology; Geography; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272493,0.0001017701,0.0001056009,0.00003330028,0.0003854342,0.00002556328,0.0001653213,0.00005315636,7.521039e-7],"category_scores_gemma":[0.001066828,0.0000827574,0.00002590084,0.0001844492,0.0004484965,0.00002839896,0.00008627937,0.00006370347,1.17013e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009811889,"about_ca_system_score_gemma":0.00009387253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008783585,"about_ca_topic_score_gemma":0.00001448555,"domain_scores_codex":[0.9990091,0.00005025334,0.0001974299,0.0003745521,0.0001115608,0.0002571333],"domain_scores_gemma":[0.9994588,0.00004108788,0.0001285265,0.0001606449,0.0001485111,0.00006235787],"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":[0.0001198036,0.00002523035,0.00661933,0.0001014036,0.00001104234,4.616396e-9,0.0008910918,0.00007858562,0.9867459,0.003547283,0.0001647,0.001695613],"study_design_scores_gemma":[0.0001646073,0.0001348154,0.5666592,0.00005526229,0.00002014955,0.00001112007,0.0005071118,0.00002217583,0.4301342,0.001654766,0.0004364887,0.0002000248],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672309,0.001043438,0.03076633,0.0002102425,0.0002102586,0.0004124834,0.00000363094,0.000005573146,0.0001171668],"genre_scores_gemma":[0.9681411,0.00004004259,0.03137138,0.00006064422,0.0002248481,0.0000202035,7.02211e-7,0.000007838771,0.0001331938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5600399,"threshold_uncertainty_score":0.3374749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768935464761614,"score_gpt":0.2828603225088324,"score_spread":0.2351709678612162,"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."}}