{"id":"W4388931044","doi":"10.20944/preprints202311.1419.v1","title":"Taxonomic Structure and Wing Pattern Evolution in the &lt;em&gt;Parnassius mnemosyne &lt;/em&gt;Species Complex (Lepidoptera, Papilionidae)","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Subspecies; Lineage (genetic); Zoology; Geography; Biology; Genetics","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":[0.000198187,0.0002168507,0.0001716722,0.001236851,0.0004540468,0.0004173052,0.0003077803,0.000216994,0.001113204],"category_scores_gemma":[0.0004186711,0.0001204661,0.0001953475,0.0007195947,0.0003394783,0.000316583,0.0004558266,0.0001834908,0.0003782751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853522,"about_ca_system_score_gemma":0.0001253026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357011,"about_ca_topic_score_gemma":0.008303853,"domain_scores_codex":[0.9997485,0.00003621128,0.00001527711,0.0001334048,0.00003025765,0.00003631791],"domain_scores_gemma":[0.9997485,0.00003052907,0.0001084737,0.00002233277,0.00005609102,0.0000339939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002017032,0.00004214957,0.9232604,0.00005875565,0.0001476867,0.0004652168,0.002418643,0.0002720031,0.04167629,0.0002346072,0.0002942215,0.0309284],"study_design_scores_gemma":[0.00000264224,0.00003720114,0.9975701,0.000004102521,0.00001618224,0.0004010035,0.0005964939,0.0004167955,0.0003095727,0.00003694337,0.0006052235,0.00000365814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999094,0.0001250321,0.0001752408,0.00001008898,0.000002569831,0.000003914909,0.00006417255,0.00000459142,0.0005203125],"genre_scores_gemma":[0.9992433,0.00003834132,0.0003516792,0.000009315493,0.000001810674,0.000003932203,0.0001892657,0.000003161575,0.0001593109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00357011,"threshold_uncertainty_score":0.007098675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600602713692327,"score_gpt":0.2817291917652732,"score_spread":0.21572316462835,"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."}}