{"id":"W3176511052","doi":"10.48151/fitzpatrickclansociety00421","title":"The Similar-Sounding Surnames of Haplogroup R-BY140757","year":2020,"lang":"en","type":"article","venue":"Journal of the Fitzpatrick Clan Society","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Haplogroup; Clan; Genealogy; Pedigree chart; History; Haplotype; Tribe; Ethnology; Sociology; Genetics; Biology; Anthropology; Allele","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":[0.0008325149,0.000212805,0.0001907277,0.001169553,0.0009083435,0.001174356,0.0002416186,0.0002555809,0.006774023],"category_scores_gemma":[0.00248575,0.00008486881,0.0001331911,0.001734891,0.001101926,0.0005866096,0.0008341963,0.0004902227,0.001478952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045567,"about_ca_system_score_gemma":0.0008494646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231671,"about_ca_topic_score_gemma":0.03599167,"domain_scores_codex":[0.9995329,0.0001366739,0.00003126949,0.000124826,0.000116494,0.00005788703],"domain_scores_gemma":[0.9987397,0.0003262509,0.0003796089,0.0001766336,0.0003065305,0.00007129172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000716457,0.0000636524,0.4588596,0.0007889947,0.0001620426,0.003501919,0.05736106,0.0006661576,0.07894588,0.06739511,0.02113577,0.3104033],"study_design_scores_gemma":[0.0000224204,0.0001815546,0.6078252,0.0005652929,0.0000868701,0.002625783,0.03091563,0.0009413896,0.01364711,0.01134996,0.3317252,0.0001137501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8554378,0.002304114,0.02748707,0.001506573,0.0008155542,0.0001417009,0.005514851,0.0002431571,0.1065493],"genre_scores_gemma":[0.950693,0.001009448,0.02479313,0.0004333588,0.000110404,0.0000752339,0.002998906,0.0001440409,0.01974243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231671,"threshold_uncertainty_score":0.02449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549479554022021,"score_gpt":0.2513913923406844,"score_spread":0.2358965968004642,"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."}}