{"id":"W1810735972","doi":"10.11646/zootaxa.4033.2.10","title":"A new species of Geodiscelis Michener & Rozen (Hymenoptera: Colletidae: Xeromelissinae) from Peru","year":2015,"lang":"en","type":"letter","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Hymenoptera; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001452981,0.0003781226,0.0002788579,0.0008026452,0.001074441,0.0006496156,0.0005415402,0.001511382,0.004221968],"category_scores_gemma":[0.0006700424,0.0002311159,0.0002215082,0.000358111,0.0007230276,0.001046902,0.001089129,0.001058743,0.001364639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226456,"about_ca_system_score_gemma":0.0002156593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806329,"about_ca_topic_score_gemma":0.006020119,"domain_scores_codex":[0.9998555,0.00003231408,0.00001445561,0.0000390703,0.00003414767,0.0000245373],"domain_scores_gemma":[0.9997482,0.00006946741,0.00007309431,0.0000324128,0.00004118595,0.0000357087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005781132,0.000185738,0.05055703,0.001749649,0.00008660906,0.08843155,0.009913985,0.0002761304,0.05932983,0.005535671,0.05175551,0.7316002],"study_design_scores_gemma":[0.00006946773,0.0005526344,0.1132949,0.0006418685,0.00009617065,0.1682767,0.002255354,0.0005021731,0.003033693,0.00197546,0.7092358,0.00006570177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7579181,0.06101618,0.01102264,0.02972578,0.002423482,0.0005942,0.001205774,0.0007381588,0.1353556],"genre_scores_gemma":[0.9592224,0.009602139,0.006690712,0.007990725,0.001165751,0.0001248174,0.0007377741,0.00004072668,0.01442491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004221968,"threshold_uncertainty_score":0.01412392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652792853816492,"score_gpt":0.2246285103722068,"score_spread":0.1593492249905576,"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."}}