{"id":"W6948550146","doi":"10.5281/zenodo.10566518","title":"FIGURE 9 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":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Ecological succession; Taxonomy (biology); Taxon","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":[0.000357297,0.0004389016,0.0001615387,0.00216081,0.002012118,0.0007707679,0.0006405071,0.0005428236,0.1231406],"category_scores_gemma":[0.0007181619,0.0001884994,0.0002011767,0.001684615,0.0005468862,0.0008003898,0.001178652,0.0006056215,0.01760115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005032576,"about_ca_system_score_gemma":0.0008360867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02246558,"about_ca_topic_score_gemma":0.1035709,"domain_scores_codex":[0.9996947,0.0000525521,0.00002336999,0.00007295558,0.00007886957,0.00007761039],"domain_scores_gemma":[0.9994736,0.00005551719,0.0001059323,0.00005103925,0.0002141752,0.00009972655],"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":[0.0002714325,0.00009300921,0.1031958,0.0005548404,0.00002768617,0.001069091,0.003483821,0.0002675363,0.008787278,0.01421483,0.6683785,0.1996561],"study_design_scores_gemma":[0.00003245306,0.00005135425,0.205839,0.0002388663,0.00003688456,0.002229295,0.004641904,0.0004646856,0.001406823,0.002125168,0.7829134,0.00002020082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2085674,0.002796475,0.01664917,0.006412633,0.002424497,0.001630493,0.07431933,0.003243507,0.6839565],"genre_scores_gemma":[0.5618088,0.001755043,0.07097902,0.002100894,0.0003180299,0.001849409,0.06225295,0.001192716,0.2977431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1231406,"threshold_uncertainty_score":0.4119465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742532940051353,"score_gpt":0.2469914648579618,"score_spread":0.1995661354574483,"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."}}