{"id":"W6931343897","doi":"10.5281/zenodo.7629513","title":"Fig. 76 in Revision of the Nearctic species of the Lasioglossum (Dialictus) gemmatum species complex (Hymenoptera: Halictidae)","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nearctic ecozone; Male genitalia; Plane (geometry); Dorsum; Scale (ratio); Cladistics","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":["open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007889381,0.0002413819,0.0004108127,0.0004788509,0.0005490421,0.0004673152,0.00563976,0.0001109904,0.008875121],"category_scores_gemma":[0.0008118601,0.0001681551,0.0001703525,0.002402772,0.0005209433,0.0002018829,0.005967491,0.0003897989,0.001906267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412677,"about_ca_system_score_gemma":0.00001321123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184885,"about_ca_topic_score_gemma":0.0000321796,"domain_scores_codex":[0.996859,0.0007305694,0.0005257528,0.0005468954,0.0009788701,0.0003589407],"domain_scores_gemma":[0.9968847,0.00005664409,0.0005580231,0.002137054,0.0002914934,0.00007209219],"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":[0.000008703873,0.00008859033,0.00006627922,0.0001861587,0.00007985686,0.000005100289,0.0009604832,0.00004252718,0.000713198,0.01674445,0.9739695,0.007135187],"study_design_scores_gemma":[0.0002299974,0.00004515883,0.007547454,0.0004186023,0.00002164771,0.000008865662,0.00009546213,0.0005390334,0.0002062288,0.00009426105,0.9906351,0.0001581676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000570585,0.000225081,0.002939644,0.003501317,0.0007102254,0.001380068,0.0009200615,0.001085694,0.9886673],"genre_scores_gemma":[0.1468,0.00161931,0.001974354,0.0005421989,0.0007436543,2.244971e-7,0.0008814246,0.0117023,0.8357365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1529308,"threshold_uncertainty_score":0.9997402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671550788873974,"score_gpt":0.2477531883634648,"score_spread":0.2010376804747251,"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."}}