{"id":"W2765639672","doi":"10.1111/een.12484","title":"Nesting aggregation as a predictor of brood parasitism in mason bees ( <i>Osmia</i> spp.)","year":2017,"lang":"en","type":"article","venue":"Ecological Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Biology; Nest (protein structural motif); Parasitism; Brood parasite; Pollinator; Brood; Ecology; Parasitoid; Host (biology); Zoology; Pollination; Pollen","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":[0.0002964208,0.0002033919,0.0001939408,0.0004884753,0.0002178306,0.000353937,0.0001424775,0.0003668869,0.001810968],"category_scores_gemma":[0.0009330582,0.000149293,0.0002270341,0.0003048396,0.0001826539,0.0001503524,0.0002400935,0.0002786177,0.0002147401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183741,"about_ca_system_score_gemma":0.00007619027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679012,"about_ca_topic_score_gemma":0.009176237,"domain_scores_codex":[0.9999014,0.00002904489,0.00001104406,0.00002607294,0.00001472638,0.00001764183],"domain_scores_gemma":[0.9988864,0.0002650517,0.0005289231,0.00004345214,0.0000519028,0.0002242377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006032885,0.00002633241,0.9970024,0.000009296003,0.00004045126,0.00004854748,0.00007683683,0.00004689699,0.001477968,0.000007961073,0.00008045377,0.001122585],"study_design_scores_gemma":[0.000001004077,0.0000438938,0.9996605,0.000002081727,0.000007324053,0.00003553819,0.00004386652,0.000148936,0.00001732226,0.000003816629,0.00003498361,7.432245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996741,0.0001041572,0.00002180528,0.00001469824,0.00000219821,0.000002231551,0.00007152473,0.000001988216,0.0001073319],"genre_scores_gemma":[0.999512,0.00005332885,0.0001170504,0.00001179443,0.000003797232,0.000004436836,0.0001472673,0.000001507411,0.00014894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003679012,"threshold_uncertainty_score":0.007315159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402364365433165,"score_gpt":0.2514363113448177,"score_spread":0.2111998748015012,"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."}}