{"id":"W6969211375","doi":"10.5281/zenodo.7629456","title":"Fig. 49 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":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nearctic ecozone; Species complex; Taxonomy (biology); Scale (ratio); Dorsum","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":[0.0008019308,0.000135121,0.0002129259,0.0001977243,0.001171568,0.0003375852,0.001837392,0.0001122441,0.01997261],"category_scores_gemma":[0.0008625831,0.00009557225,0.0000999363,0.001440413,0.001154295,0.0002373769,0.0009002907,0.0002404713,0.0009209273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009288802,"about_ca_system_score_gemma":0.00003085298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005565519,"about_ca_topic_score_gemma":0.0001447597,"domain_scores_codex":[0.9975598,0.0007052665,0.0003283297,0.0002891959,0.0008274955,0.0002899295],"domain_scores_gemma":[0.9988592,0.00004606159,0.0003471942,0.0005297206,0.0001507367,0.00006704109],"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":[0.00001325219,0.0000775537,0.0002665032,0.0001140219,0.00002017877,0.000002154106,0.007024743,0.000009487047,0.0007421331,0.03302892,0.9549091,0.003791942],"study_design_scores_gemma":[0.0001203563,0.00004257407,0.0103417,0.0002661462,0.000007688928,0.000001235448,0.00172091,0.00001058,0.0001456414,0.0001588125,0.9870871,0.00009721475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002438103,0.00005266301,0.000009888033,0.00390045,0.0004013998,0.0007141226,0.0002429937,0.0002753845,0.991965],"genre_scores_gemma":[0.3442518,0.0008065429,0.00005218456,0.0001759456,0.0005404749,5.698849e-8,0.0001579512,0.001952271,0.6520628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3418137,"threshold_uncertainty_score":0.9998569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006193850108397,"score_gpt":0.2805830502391393,"score_spread":0.2105211117380553,"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."}}