{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002494314,0.0001514784,0.0002121137,0.00006173507,0.0002015575,0.00005617239,0.00009324781,0.0001065423,0.00005163901],"category_scores_gemma":[0.0002269316,0.0001106827,0.00009930426,0.0001758359,0.0003182006,0.00001487521,0.00009248609,0.00008869962,0.0000018136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001022306,"about_ca_system_score_gemma":0.0001164204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004418679,"about_ca_topic_score_gemma":0.0000227354,"domain_scores_codex":[0.998512,0.0001090067,0.0004741682,0.0005151955,0.0001546612,0.0002349949],"domain_scores_gemma":[0.9987607,0.00002667571,0.0004085779,0.0004881839,0.0002140492,0.000101818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006052884,0.00003981498,0.08846165,0.00004719566,0.00009083428,0.00002378532,0.0005347749,0.0002732048,0.9044105,0.0002370979,0.001319526,0.004501114],"study_design_scores_gemma":[0.0005016652,0.0006151794,0.01292919,0.00005607831,0.00009366511,0.000070227,0.0004522835,0.0005946762,0.8175921,0.0009849872,0.1656717,0.0004381671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947327,0.0006037125,0.0003389495,0.0005278233,0.001022544,0.0003115212,0.00001840467,0.000008613558,0.002435696],"genre_scores_gemma":[0.9988058,0.00007405381,0.0002608244,0.0002929269,0.000145132,0.00001728384,0.0003438391,0.000007961189,0.00005220088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1643522,"threshold_uncertainty_score":0.4513511,"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."}}