{"id":"W3059858328","doi":"10.1038/s41598-020-70957-4","title":"Next generation sequencing-aided comprehensive geographic coverage sheds light on the status of rare and extinct populations of Aporia butterflies (Lepidoptera: Pieridae)","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Oulun Yliopisto","keywords":"Subspecies; Biology; Taxon; Range (aeronautics); Evolutionary biology; Geography; Ecology; Zoology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006085951,0.0003096339,0.0002340849,0.00170606,0.0004314355,0.0005891813,0.0002589878,0.0004841282,0.001301976],"category_scores_gemma":[0.001045297,0.0001772981,0.0002480531,0.001537299,0.000272501,0.0003965582,0.0005688954,0.0005137101,0.0006014425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552134,"about_ca_system_score_gemma":0.0005074404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004282536,"about_ca_topic_score_gemma":0.01813247,"domain_scores_codex":[0.9996184,0.00006047076,0.00002495306,0.0001637799,0.00008887533,0.00004355338],"domain_scores_gemma":[0.9991504,0.0001540949,0.0003220858,0.00009565414,0.0001898174,0.00008790928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002007096,0.0001148232,0.4270178,0.000861783,0.0002696237,0.0006186279,0.002018904,0.001551148,0.37598,0.001848527,0.005229078,0.184289],"study_design_scores_gemma":[0.00002204902,0.0001051036,0.9396911,0.0001425783,0.0001722711,0.0009213421,0.0006141097,0.003652489,0.01224659,0.0007982666,0.04160035,0.0000338013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673367,0.002623588,0.01426317,0.0002698857,0.00007245396,0.00006072842,0.009685033,0.000236845,0.005451739],"genre_scores_gemma":[0.9335225,0.001644959,0.04140854,0.0004844244,0.00008238439,0.0001502948,0.01958656,0.00007338321,0.003047023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004282536,"threshold_uncertainty_score":0.008515239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306844891111071,"score_gpt":0.2489339832645381,"score_spread":0.1958655343534274,"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."}}