{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003781868,0.0003645287,0.000179971,0.001951726,0.002236103,0.0007861318,0.0004534636,0.0005167951,0.02790875],"category_scores_gemma":[0.0007280817,0.0001452492,0.0001544542,0.001237216,0.0005792776,0.0004532157,0.0009056191,0.0002992155,0.00293878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149745,"about_ca_system_score_gemma":0.0004703579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215329,"about_ca_topic_score_gemma":0.05497367,"domain_scores_codex":[0.9996856,0.00007351295,0.00001756216,0.0001005257,0.00006546013,0.00005739555],"domain_scores_gemma":[0.9996642,0.00005069318,0.00009689389,0.00003191387,0.00008876724,0.00006755723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000523101,0.0001563623,0.6835511,0.0004729271,0.00009452446,0.004692608,0.009426269,0.0006279988,0.03146674,0.008655005,0.05224826,0.208085],"study_design_scores_gemma":[0.00003075113,0.0001435337,0.8442007,0.0002101938,0.0001007268,0.009517962,0.01650221,0.001738032,0.002532312,0.002998761,0.1219945,0.00003031223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9190745,0.001284586,0.008768213,0.001798799,0.0001909052,0.0003987312,0.004139625,0.0005135457,0.06383112],"genre_scores_gemma":[0.9678147,0.0002868959,0.01351634,0.0004183166,0.00002726748,0.0002035161,0.00253599,0.00006767062,0.0151292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02790875,"threshold_uncertainty_score":0.09336406,"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."}}