{"id":"W3040323341","doi":"10.3897/jhr.77.53704","title":"A new species of Andrena (Trachandrena) from the Southwestern United States (Hymenoptera, Andrenidae)","year":2020,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum","funders":"","keywords":"Subgenus; Hymenoptera; Holotype; Zoology; Biology; Apoidea; Nest (protein structural motif); Ecology; Taxonomy (biology)","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":[0.0002247489,0.0005426368,0.0003100348,0.0008032519,0.001245644,0.0004783356,0.0004023185,0.0004111353,0.004163701],"category_scores_gemma":[0.0003070447,0.0002383601,0.000165071,0.0003581189,0.0004907058,0.0009850923,0.0006848378,0.0006800039,0.000667624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708136,"about_ca_system_score_gemma":0.0003701056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009882612,"about_ca_topic_score_gemma":0.043947,"domain_scores_codex":[0.9998674,0.00001852527,0.00001823768,0.00004600703,0.0000296713,0.00002004219],"domain_scores_gemma":[0.9998536,0.00002529395,0.00005876972,0.00001505223,0.00002403104,0.00002314196],"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":[0.0006258103,0.0002895261,0.2361379,0.0009809713,0.0001113681,0.004988834,0.01492643,0.0005379017,0.09085377,0.002610336,0.0035919,0.6443453],"study_design_scores_gemma":[0.00004138709,0.001047262,0.8194842,0.0004685409,0.0002006177,0.01748657,0.005769107,0.0006751385,0.004474425,0.0005523839,0.1497218,0.00007863813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961729,0.006785788,0.001664912,0.0002818637,0.0001213052,0.000113275,0.000384423,0.0001631746,0.02875635],"genre_scores_gemma":[0.9803923,0.004643381,0.00803257,0.0002774088,0.00007791101,0.00009537403,0.0006458147,0.00001499269,0.005820234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009882612,"threshold_uncertainty_score":0.01965016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387446627320953,"score_gpt":0.2840234495734605,"score_spread":0.1452787868413653,"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."}}