{"id":"W4324311591","doi":"10.1371/journal.pone.0282874","title":"Population genetics and geographic origins of mallards harvested in northwestern Ohio","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Birds Canada","funders":"Birds Canada; National Science Foundation","keywords":"Population genetics; Biology; Evolutionary biology; Population; Genetics; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002828772,0.0001340316,0.000150479,0.0009507241,0.000425763,0.0003625246,0.0002265817,0.0001402682,0.0008055193],"category_scores_gemma":[0.0003696039,0.0001210656,0.0001440101,0.0004762164,0.0003550798,0.0001919758,0.0003782063,0.0001514089,0.00008087843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861891,"about_ca_system_score_gemma":0.0001488263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113372,"about_ca_topic_score_gemma":0.04106441,"domain_scores_codex":[0.9998024,0.00003200897,0.00001695908,0.00008039108,0.00003813036,0.00003012484],"domain_scores_gemma":[0.999713,0.00004742935,0.0001097776,0.00001691181,0.00004293188,0.00006999463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007601566,0.00002712547,0.989529,0.000004370133,0.00002247657,0.0000922336,0.0006727217,0.00003157067,0.007512884,0.00002413667,0.00001500661,0.001992538],"study_design_scores_gemma":[8.91525e-7,0.00002445478,0.9993458,0.000001734111,0.000004085057,0.00005424893,0.0003578011,0.00005203652,0.00009570963,0.000007170538,0.00005481741,0.00000129166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998688,0.00001110623,0.00002630638,0.000001585761,2.356201e-7,0.000001335375,0.00001667497,6.629097e-7,0.00007325094],"genre_scores_gemma":[0.999663,0.00001550172,0.0001124184,0.000003945035,8.191646e-7,0.000002965769,0.00007854529,0.000001042709,0.0001218166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113372,"threshold_uncertainty_score":0.02213782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719396008126751,"score_gpt":0.2269499132726386,"score_spread":0.1997559531913711,"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."}}