{"id":"W6892558699","doi":"10.5281/zenodo.10566527","title":"FIGURE 13 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":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Principle of maximum entropy; Niche; Taxonomy (biology); Environmental niche modelling; Georeference","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":[0.0003496155,0.0004108354,0.00018549,0.002369774,0.002191334,0.0008818342,0.0004890588,0.0004509848,0.0641311],"category_scores_gemma":[0.0009610686,0.0001851802,0.0002627809,0.00169367,0.0006080249,0.0005002918,0.001094237,0.0004157907,0.005321574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000592241,"about_ca_system_score_gemma":0.0005905924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840577,"about_ca_topic_score_gemma":0.1326153,"domain_scores_codex":[0.9996735,0.00005932337,0.00001747757,0.0001070288,0.00007205061,0.00007051284],"domain_scores_gemma":[0.9994568,0.00007891858,0.0001327201,0.00005708206,0.0001757182,0.00009866198],"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":[0.0006069774,0.0001296159,0.5775507,0.0006036469,0.0001186873,0.002020728,0.006193259,0.001978147,0.01337167,0.01424967,0.1834248,0.1997521],"study_design_scores_gemma":[0.00004369843,0.00007559828,0.8207159,0.0001952857,0.00009029992,0.003149161,0.008087345,0.003666167,0.001574964,0.0040156,0.1583556,0.00003050173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7346855,0.001541701,0.01610024,0.00226161,0.0003274253,0.0006914441,0.03515403,0.001673586,0.2075645],"genre_scores_gemma":[0.9361587,0.0003215962,0.01950572,0.0003281568,0.00002535652,0.00033584,0.01291963,0.0002194542,0.03018554],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0641311,"threshold_uncertainty_score":0.2145399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146586306535104,"score_gpt":0.2084591832424097,"score_spread":0.1869933201770587,"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."}}