{"id":"W6929915853","doi":"10.5281/zenodo.10566484","title":"FIGURE 1 in A problematic species complex for Lasioglossum subgeneric diagnostics in North America (Hymenoptera: Halictidae)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Ordination; Linear discriminant analysis; Taxonomy (biology)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001564421,0.0002027587,0.0002115483,0.0002847649,0.000153269,0.0001188567,0.0003883667,0.0001825701,0.002457508],"category_scores_gemma":[0.0001641784,0.0002072466,0.00004945075,0.000371319,0.0001220222,0.000004605711,0.0004348623,0.0001448985,0.001568011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006677253,"about_ca_system_score_gemma":0.000007727177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001667407,"about_ca_topic_score_gemma":0.00005825282,"domain_scores_codex":[0.9987259,0.0001302474,0.0002592284,0.0004769075,0.0001175014,0.0002902231],"domain_scores_gemma":[0.9994875,0.000009017025,0.0001066909,0.000266179,0.00007264513,0.00005801998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005114165,0.0001106954,0.0001387446,0.0004040982,0.00006993643,0.00001048047,0.0002550027,0.00004398329,0.005821144,0.000112399,0.9855391,0.007443228],"study_design_scores_gemma":[0.0003586708,0.0002030076,0.003518313,0.0001084747,0.00001205603,0.00001176216,0.00006473476,0.00005002744,0.000248567,0.00005661209,0.9951419,0.0002258668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0291034,0.005206434,0.002819721,0.002165815,0.0006568684,0.005648403,0.004288581,0.0007226808,0.9493881],"genre_scores_gemma":[0.2016542,0.00535522,0.004635395,0.0006977273,0.001169028,0.00000700306,0.1347025,0.01131637,0.6404625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3089256,"threshold_uncertainty_score":0.9992094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473147289519259,"score_gpt":0.2419144624985277,"score_spread":0.2171829896033351,"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."}}