{"id":"W4361857244","doi":"10.1007/978-1-0716-2990-1","title":"Transgenesis","year":2023,"lang":"en","type":"book","venue":"Methods in molecular biology","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centro Nacional de Biotecnología; Genentech; Novartis Pharma; Hospital for Sick Children; Medical Research Council; Centre National de la Recherche Scientifique; Institut National de la Santé et de la Recherche Médicale; St. Jude Children's Research Hospital; PHENOMIN; Instituto de Salud Carlos III; University of Tokyo; Washington University in St. Louis; University of Missouri","keywords":"Transgenesis; Genotyping; Computational biology; Biology; Genetics; Gene; Genotype","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00100635,0.0003967881,0.0004795082,0.0002463351,0.00004099518,0.00001116435,0.0003829673,0.001272904,0.00003190685],"category_scores_gemma":[0.0001884595,0.0003954601,0.000297528,0.0001500658,0.0002076195,5.993188e-7,0.0002135845,0.000331947,0.00005164188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004288993,"about_ca_system_score_gemma":0.0002480184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008196444,"about_ca_topic_score_gemma":0.00002189803,"domain_scores_codex":[0.9973802,0.0005316568,0.0004518694,0.00112136,0.0000925348,0.0004223863],"domain_scores_gemma":[0.9989023,0.00003114503,0.0001468313,0.0007695493,0.00007611787,0.00007407702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003990261,0.00002243124,0.00004181024,0.00004316124,0.0001150703,0.00002178795,0.00001239806,0.00007064157,0.9759467,0.001528895,0.002747951,0.01940923],"study_design_scores_gemma":[0.0003124388,0.0004482176,0.0000771363,0.00003273281,0.00006166887,0.00002376512,0.000007619629,0.00001740971,0.1972211,0.01472493,0.7864795,0.0005934641],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0006389947,0.007050407,0.9238035,0.0001927024,0.001507154,0.0005619522,0.0000567571,0.00006040576,0.06612812],"genre_scores_gemma":[0.00006878238,0.002279828,0.1740106,0.0002744903,0.0006923025,0.00008821809,0.0007727669,0.0001985468,0.8216144],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7837315,"threshold_uncertainty_score":0.9998497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876707287824756,"score_gpt":0.3855525603091486,"score_spread":0.356785487430901,"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."}}