{"id":"W3137907781","doi":"10.1111/ele.13732","title":"Macrogenetic studies must not ignore limitations of genetic markers and scale","year":2021,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agence Nationale de la Recherche","keywords":"Ecology; Biology; Scale (ratio); Genetic diversity; Evolutionary biology; Conservation genetics; Mitochondrial DNA; Biodiversity; Geography; Genetics; Microsatellite; Demography; Cartography; Population; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0124442,0.0006114137,0.001069529,0.001925299,0.001726507,0.002766112,0.002596323,0.0007414939,0.001936571],"category_scores_gemma":[0.03848147,0.0002892179,0.0004426862,0.002801141,0.004136633,0.008810077,0.003371646,0.002286714,0.0008589648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886384,"about_ca_system_score_gemma":0.0007922398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004842254,"about_ca_topic_score_gemma":0.009668221,"domain_scores_codex":[0.9959824,0.001863282,0.0003948344,0.0006808573,0.0009301968,0.0001483845],"domain_scores_gemma":[0.9638235,0.01562229,0.005890245,0.008970911,0.004927432,0.0007655519],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003189322,0.0001748381,0.5092292,0.001886861,0.001065157,0.002033577,0.006332064,0.003625402,0.01857286,0.09661082,0.01748673,0.3426636],"study_design_scores_gemma":[0.00004897163,0.0004391286,0.5513576,0.0009032195,0.0004386126,0.002238881,0.008868367,0.006261125,0.01012973,0.2752106,0.1438898,0.0002139185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4757799,0.056981,0.3390474,0.05588022,0.005009816,0.0005904377,0.002548423,0.0008636907,0.06329921],"genre_scores_gemma":[0.9093914,0.008783311,0.06537425,0.01019092,0.001523839,0.0004252655,0.0007105208,0.0002241605,0.003376229],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9875558,"threshold_uncertainty_score":0.06581199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613886159327988,"score_gpt":0.2395642094219775,"score_spread":0.2134253478286976,"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."}}