{"id":"W2606417664","doi":"10.17161/jom.v0i67.5929","title":"Description of the previously unknown male of &lt;i&gt;Systropha&lt;/i&gt; (&lt;i&gt;Austrosystropha&lt;/i&gt;) &lt;i&gt;macronasuta&lt;/i&gt; (Hymenoptera: Halictidae: Rophitinae) from Kenya","year":2017,"lang":"en","type":"article","venue":"Journal of Melittology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; U.S. Department of Agriculture; National Science Foundation","keywords":"Halictidae; Hymenoptera; Identification (biology); Key (lock); Zoology; Identification key; Evolutionary biology; Biology; Geography; Genealogy; Ecology; Taxonomy (biology); History; Apoidea","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008323251,0.0002441152,0.0001393613,0.000711388,0.0008055799,0.0001673531,0.0004209157,0.0006511302,0.007685923],"category_scores_gemma":[0.0002274019,0.0001947327,0.0001231804,0.0002343842,0.0008080624,0.0006194374,0.0006921241,0.0006166097,0.002071397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545817,"about_ca_system_score_gemma":0.0002495383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792403,"about_ca_topic_score_gemma":0.01033508,"domain_scores_codex":[0.9999161,0.00001284031,0.000008649107,0.0000311732,0.00001809451,0.00001305615],"domain_scores_gemma":[0.9998349,0.00003559863,0.00005788156,0.00001850378,0.00001719344,0.00003593094],"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":[0.0009565802,0.0003156498,0.1687762,0.001760274,0.0001109255,0.07709298,0.03416549,0.0007524705,0.3234767,0.01576343,0.02362903,0.3532002],"study_design_scores_gemma":[0.00005695436,0.001633984,0.4362422,0.0008435631,0.0001263342,0.1367887,0.008623192,0.0006088918,0.02025929,0.00170342,0.3929773,0.000136138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885735,0.007541426,0.007270121,0.001725496,0.001398075,0.0004796912,0.003041912,0.0001947495,0.08977495],"genre_scores_gemma":[0.9667237,0.001074148,0.01228308,0.0005742784,0.0001797703,0.0001016137,0.0007614435,0.00002983959,0.01827201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007685923,"threshold_uncertainty_score":0.02571201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891918672651311,"score_gpt":0.2275328024516173,"score_spread":0.1986136157251042,"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."}}