{"id":"W6931430165","doi":"10.5281/zenodo.7629407","title":"Fig. 26 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":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Nearctic ecozone; Principle of maximum entropy; Taxonomy (biology); Niche; Entropy (arrow of time)","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":[0.0007275122,0.000793773,0.0002986934,0.003958632,0.000833714,0.0009221789,0.0008234431,0.000391824,0.1031723],"category_scores_gemma":[0.001295854,0.0002356237,0.0003739803,0.00266703,0.0006987093,0.000954698,0.0006370598,0.0008747244,0.04469121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008285464,"about_ca_system_score_gemma":0.0008532876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403821,"about_ca_topic_score_gemma":0.02694606,"domain_scores_codex":[0.999705,0.00006583617,0.00003830095,0.00007020198,0.00008560785,0.00003512072],"domain_scores_gemma":[0.9992284,0.00008422438,0.00007457811,0.0001141198,0.0004154079,0.000083365],"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":[0.0001677312,0.00003433308,0.004405742,0.0007225558,0.00001907894,0.0001824939,0.0002890142,0.0007209204,0.001963729,0.009369344,0.7014672,0.2806578],"study_design_scores_gemma":[0.00000631793,0.00001634039,0.007566719,0.00008629826,0.000008877215,0.0001812833,0.00006934108,0.0001514189,0.0002418601,0.000431174,0.9912347,0.000005663328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0188656,0.01100163,0.02431984,0.00409978,0.01976669,0.0007329927,0.0647536,0.005178147,0.8512817],"genre_scores_gemma":[0.07621894,0.01085784,0.0622708,0.0009997144,0.002639258,0.0006971179,0.08810621,0.002622138,0.7555881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1031723,"threshold_uncertainty_score":0.3451457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277399186312874,"score_gpt":0.3293765346470012,"score_spread":0.2016366160157137,"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."}}