{"id":"W4386129851","doi":"10.22543/0090-0222.1001","title":"Notes on the Nests of <i>Augochloropsis metallica fulgida</i> and <i>Megachile mucida</i> in Central Michigan (Hymenoptera: Halictidae, Megachilidae)","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Food and Agriculture; Valparaiso University; U.S. Department of Agriculture","keywords":"Halictidae; Nest (protein structural motif); Biology; Megachilidae; Hymenoptera; Nesting (process); Zoology; Ecology; Pollen; Apoidea; Pollinator","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008917336,0.000698471,0.0009302263,0.0000544655,0.00179863,0.0004101097,0.001720769,0.0002649497,0.0002585056],"category_scores_gemma":[0.0005468116,0.0002431136,0.0003454176,0.0003081678,0.001633962,0.0002726612,0.0006685318,0.0003708234,0.00005723499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004998553,"about_ca_system_score_gemma":0.00001934602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005704333,"about_ca_topic_score_gemma":0.06938238,"domain_scores_codex":[0.9963277,0.0004049067,0.0006660199,0.0008689928,0.0006121938,0.00112021],"domain_scores_gemma":[0.9974141,0.00128929,0.0005414007,0.0004381421,0.0001026322,0.0002144332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008464006,0.0006557345,0.0500076,0.0000547374,0.0004485127,0.0001413396,0.002015902,0.00002616428,0.887058,0.04251088,0.001659805,0.01457493],"study_design_scores_gemma":[0.0006119935,0.0008533399,0.940069,0.0001459877,0.0001668081,0.00006722779,0.0001227405,0.00009428021,0.01023658,0.00117034,0.04582371,0.0006380215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716089,0.002376971,0.000001274764,0.008438632,0.0001996972,0.0006787213,0.0003689585,0.0001109323,0.01621595],"genre_scores_gemma":[0.9959461,0.001284283,0.0000283994,0.0003617626,0.0003965149,0.00007667815,0.0000636265,0.0000090703,0.001833552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8900614,"threshold_uncertainty_score":0.9995009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651293984322271,"score_gpt":0.2308811304054737,"score_spread":0.194368190562251,"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."}}