{"id":"W2952465017","doi":"10.1111/mec.14217","title":"Sex matters in massive parallel sequencing: Evidence for biases in genetic parameter estimation and investigation of sex determination systems","year":2017,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Fisheries and Oceans Canada; Université Laval","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Nunavut Wildlife Management Board","keywords":"Arctic char; Biology; Homarus; Panmixia; American lobster; Population; Sex ratio; Salvelinus; Evolutionary biology; Genetic structure; Ecology; Genetics; Genetic variation; Fishery; Gene; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002023837,0.00006883949,0.0001293938,0.00006641808,0.00006511926,0.00001719125,0.0001017498,0.00009516906,0.00001304657],"category_scores_gemma":[0.0004695762,0.00007157247,0.00001661878,0.00002951015,0.0001988848,0.0001787453,0.00004496394,0.00005238931,0.000007411516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473948,"about_ca_system_score_gemma":0.00001476579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000522046,"about_ca_topic_score_gemma":0.0007740645,"domain_scores_codex":[0.9993096,0.0001184659,0.0001999088,0.0001969204,0.0000429904,0.00013213],"domain_scores_gemma":[0.9993137,0.0003221182,0.0001798036,0.0001519438,0.000006650436,0.00002580615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001696996,0.00001034749,0.904202,0.00001921041,0.00000396767,0.00001381346,0.0003173522,0.03209817,0.06144865,0.0000179318,0.00001142227,0.001840132],"study_design_scores_gemma":[0.0002172572,0.00009274235,0.8084394,0.00004424168,0.000008321563,0.00001306899,0.00004660814,0.1829045,0.007405013,0.0007589693,0.000005187876,0.00006477144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932252,0.00002885999,0.005815724,0.0004401846,0.00006872429,0.0003864354,0.000002724666,0.000003798566,0.00002835197],"genre_scores_gemma":[0.9943936,0.000009716559,0.005224626,0.0001693448,0.000003362536,0.0001472873,0.000006475209,0.000004189139,0.00004141168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508063,"threshold_uncertainty_score":0.2918641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787332681353402,"score_gpt":0.3540667576925619,"score_spread":0.2961934308790279,"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."}}