{"id":"W4364856630","doi":"10.1007/978-1-0716-3064-8_10","title":"Somatic Cell Nuclear Transfer in Pigs","year":2023,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Somatic cell nuclear transfer; Somatic cell; clone (Java method); Biology; Livestock; Cloning (programming); Biotechnology; Genetics; Embryo; Gene; Ecology; Computer science; Embryogenesis; Blastocyst","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":[0.0008756943,0.0001547069,0.0002031094,0.0001921315,0.00002786242,0.000007820896,0.0001953213,0.0002849729,0.0000284328],"category_scores_gemma":[0.0001162704,0.0001495691,0.00008881507,0.000387446,0.00008551819,0.000001304564,0.000106506,0.0001502208,0.00004387676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001298464,"about_ca_system_score_gemma":0.00002889859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002305356,"about_ca_topic_score_gemma":0.0000150228,"domain_scores_codex":[0.9982497,0.0005405705,0.0002849268,0.0005266179,0.00005072375,0.0003475272],"domain_scores_gemma":[0.9995328,0.00001815704,0.00002634659,0.0003568179,0.00002260797,0.00004333266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002894008,0.00004759182,0.002669436,0.00002024737,0.000009152708,0.00001503347,0.00007646943,0.0002367501,0.9933326,0.0003407417,0.00004016991,0.003182912],"study_design_scores_gemma":[0.0008323443,0.0004650704,0.00838467,0.00001353521,0.00001129846,0.00001506864,0.00017185,0.0007678187,0.9570014,0.002935807,0.02903876,0.0003623324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8484833,0.0004744469,0.1491666,0.0001796269,0.0002279324,0.0002176149,0.000003824954,0.00002433583,0.001222399],"genre_scores_gemma":[0.8808016,0.0004876758,0.1177475,0.0002563992,0.00008907257,0.00004000574,0.00006906421,0.00005038478,0.0004582516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03633111,"threshold_uncertainty_score":0.6099252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835625912496027,"score_gpt":0.3527663488105596,"score_spread":0.3344100896855994,"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."}}