{"id":"W4412694956","doi":"10.3390/ani15152217","title":"A Novel Conservation Genomic Strategy: Selection for the Probability of Offspring Heterozygosity","year":2025,"lang":"en","type":"article","venue":"Animals","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Loss of heterozygosity; Biology; Genetic diversity; Linkage disequilibrium; Selection (genetic algorithm); Evolutionary biology; Population; Genetics; Offspring; Genotype; Allele; Single-nucleotide polymorphism; Demography; Gene; Computer science; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181505,0.0003625446,0.0005283958,0.0003582518,0.0002548166,0.0005433407,0.0007626663,0.0003958236,0.0008405437],"category_scores_gemma":[0.001732188,0.0001563265,0.0002419969,0.0002455005,0.0004103582,0.0005078282,0.0004057206,0.0004151371,0.0001334938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909037,"about_ca_system_score_gemma":0.0005186388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006669629,"about_ca_topic_score_gemma":0.001355113,"domain_scores_codex":[0.9996623,0.0001403983,0.00001187614,0.0001080309,0.00006052303,0.00001685859],"domain_scores_gemma":[0.9993618,0.0003689971,0.0001060374,0.0000643188,0.00006140656,0.00003754897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003377909,0.0005671053,0.06755378,0.0003007361,0.000513722,0.0009236385,0.0007433678,0.2344036,0.2924329,0.03645508,0.001114446,0.3646539],"study_design_scores_gemma":[0.0001758578,0.001505384,0.03790387,0.00004222746,0.0003171774,0.001263344,0.0001422305,0.9093001,0.0321552,0.01317312,0.003914525,0.0001069606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4362335,0.0002907812,0.5605001,0.000312938,0.00003244448,0.00009328585,0.00007465352,0.0002391415,0.002223202],"genre_scores_gemma":[0.8977246,0.0001084201,0.1011854,0.00008838402,0.00002159436,0.00007749799,0.00005269604,0.00002344943,0.0007180039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001181505,"threshold_uncertainty_score":0.006248415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697548701028951,"score_gpt":0.270544353232416,"score_spread":0.2435688662221265,"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."}}