{"id":"W6930037619","doi":"10.5281/zenodo.10566489","title":"FIGURE 2 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":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Silhouette; Medoid; Cluster (spacecraft); Matching (statistics); Representation (politics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001623877,0.0002691362,0.0005011172,0.0007853937,0.000172565,0.0001498202,0.0003280577,0.0001649358,0.02698895],"category_scores_gemma":[0.0004607847,0.0002581975,0.00008589087,0.0009382819,0.0001597797,0.00003728974,0.0003438591,0.0004370541,0.01048368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009935,"about_ca_system_score_gemma":0.0000114699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005371543,"about_ca_topic_score_gemma":0.0000370597,"domain_scores_codex":[0.9982275,0.000182023,0.0003875667,0.0005490936,0.0002491944,0.0004046507],"domain_scores_gemma":[0.9990989,0.00004693404,0.0001466215,0.0004194299,0.0001551923,0.0001328992],"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":[0.0001139629,0.0002475036,0.00004981696,0.00170122,0.00006682028,0.0000894203,0.0007722276,0.00002120919,0.0005505413,0.0002912025,0.9922869,0.003809164],"study_design_scores_gemma":[0.0009635675,0.0005741633,0.002733543,0.0004974335,0.00004724265,0.00004435491,0.0001911019,0.0002571033,0.000007814398,0.00006377156,0.994395,0.0002249319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002108739,0.001267545,0.0008463089,0.002768725,0.0004726655,0.003853318,0.001737507,0.001326419,0.9856188],"genre_scores_gemma":[0.02424594,0.005001691,0.003110382,0.001929044,0.001755537,0.000004914568,0.03832718,0.01793931,0.907686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07793278,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0480013784971617,"score_gpt":0.2646633101248381,"score_spread":0.2166619316276764,"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."}}