{"id":"W4225934666","doi":"10.1111/jen.13001","title":"Improving <i>Osmia lignaria</i> and <i>O. cornifrons</i> (Hymenoptera: Megachilidae) retention with preferred nest materials and attractant spray","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Department of Entomology, College of Agriculture and Natural Resources, Michigan State University; National Institute of Food and Agriculture; Fulbright Association","keywords":"Megachilidae; Biology; Hymenoptera; Horticulture; Nesting (process); Nest (protein structural motif); Botany; Waxing; cardboard; Toxicology; Pollinator; Pollination; Pollen; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0004101913,0.0001291835,0.0002991194,0.000020278,0.000318919,0.00005868072,0.0001110617,0.00004528342,0.00009050621],"category_scores_gemma":[0.000006630353,0.00005124225,0.00002464357,0.00008701104,0.00007274254,0.00007962653,0.0001497482,0.0001779189,8.945205e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002007173,"about_ca_system_score_gemma":0.000008289506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004659612,"about_ca_topic_score_gemma":0.0001110905,"domain_scores_codex":[0.9990913,0.00005738372,0.0002916672,0.0001819048,0.0001748426,0.000202937],"domain_scores_gemma":[0.9994221,0.00009256505,0.0003661832,0.00001646644,0.00003182669,0.00007085192],"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":[0.0008275294,0.00005327595,0.003521313,0.000008980529,0.00003913528,0.00005399553,0.0001183159,0.000002225248,0.9881512,0.0002595092,0.0001608153,0.00680369],"study_design_scores_gemma":[0.004678968,0.01381985,0.7542483,0.00009204149,0.0005580646,0.009829564,0.005816444,0.00002385137,0.1618905,0.003125635,0.04463014,0.001286658],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982693,0.0003776526,0.000002458661,0.0005178037,0.00008472914,0.0001293947,0.00003659098,0.00001199944,0.0005700868],"genre_scores_gemma":[0.9993281,0.0001337038,0.0001120868,0.0002081988,0.0001583323,0.000009712877,0.0000101998,0.000001398493,0.00003827665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8262607,"threshold_uncertainty_score":0.24529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874986964355022,"score_gpt":0.1824759499014401,"score_spread":0.1637260802578898,"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."}}