{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007369191,0.0001020533,0.0001737572,0.000008226411,0.000199759,0.00003182521,0.0006573835,0.0001086033,0.0000102138],"category_scores_gemma":[0.0003894852,0.00005269976,0.0006143127,0.0001951293,0.0002407712,0.00000367594,0.0002303123,0.0003025299,0.00000169731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000017901,"about_ca_system_score_gemma":0.0001676085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004154221,"about_ca_topic_score_gemma":0.000002397445,"domain_scores_codex":[0.9987662,0.0001162512,0.0003735439,0.000111198,0.000401475,0.0002312918],"domain_scores_gemma":[0.9989564,0.00008132867,0.0003763422,0.0002411265,0.0002383208,0.0001064314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004547316,0.00008270543,0.06520433,0.0001019312,0.0009208135,0.000006652391,0.002340507,0.0006453588,0.3133122,0.0001870621,0.6072277,0.009515986],"study_design_scores_gemma":[0.003309579,0.002630967,0.04109855,0.00009958845,0.0002889836,0.0002347534,0.008218434,0.001368467,0.2452063,0.001513582,0.6954933,0.0005375132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844234,0.004865071,0.001110428,0.008706833,0.000362015,0.0001254398,0.00001205151,0.000002726006,0.0003920227],"genre_scores_gemma":[0.9953781,0.002007498,0.000778601,0.0006525916,0.0007273924,7.765486e-7,0.000001635048,0.00001424156,0.0004391526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08826561,"threshold_uncertainty_score":0.2149034,"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."}}