{"id":"W7053635582","doi":"","title":"Y-haplogroup diversity, non-paternity estimates, and Y chromosome mutation rates in Quebec","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mutation; Y chromosome; Population; Chromosome; Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136501,0.0001986337,0.0003028862,0.001553265,0.002522845,0.0009442007,0.0007634392,0.0002861532,0.007518597],"category_scores_gemma":[0.002604725,0.0001779883,0.0002569545,0.003063427,0.0006611585,0.0003570241,0.0004238918,0.0006284521,0.0003483732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01862403,"about_ca_system_score_gemma":0.01044863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967404,"about_ca_topic_score_gemma":0.9983184,"domain_scores_codex":[0.9995731,0.00009297224,0.00002070187,0.0001083037,0.0000870233,0.00011792],"domain_scores_gemma":[0.9978612,0.0005101166,0.0002491028,0.00009284214,0.0009440096,0.0003427324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002013006,0.00003639527,0.9585826,0.00004042228,0.0001501799,0.0001366575,0.004323005,0.001223746,0.0005714573,0.00203072,0.006405053,0.02629838],"study_design_scores_gemma":[0.000007705116,0.00001071922,0.9947254,0.00003477358,0.00001466627,0.00002301109,0.001258038,0.0009988295,0.0000639323,0.00007684324,0.00277504,0.00001101344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839246,0.001009814,0.0004799906,0.0008218742,0.00002060132,0.00003007968,0.006273204,0.00001756726,0.007422131],"genre_scores_gemma":[0.9901572,0.0004917245,0.0002925683,0.00008238618,0.000004716622,0.00001527327,0.001309066,0.000009834306,0.007637118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862403,"threshold_uncertainty_score":0.1351274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127947503173282,"score_gpt":0.2568817107626973,"score_spread":0.2440869604453691,"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."}}