{"id":"W4220800605","doi":"10.1002/ece3.8667","title":"Bees in the six: Determinants of bumblebee habitat quality in urban landscapes","year":2022,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Foraging; Bumblebee; Pollinator; Generalist and specialist species; Ecology; Geography; Habitat; Urbanization; Population; Urban ecology; Biology; Pollination; Pollen; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001833222,0.0001431352,0.0001614032,0.0005782058,0.0006629065,0.0009231683,0.0002410121,0.0002889129,0.002160982],"category_scores_gemma":[0.0009044994,0.0001370417,0.0001479306,0.0008099013,0.0004948041,0.0002840136,0.0004642823,0.0002754455,0.0001168933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008454698,"about_ca_system_score_gemma":0.0002437791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.108953,"about_ca_topic_score_gemma":0.2555454,"domain_scores_codex":[0.999846,0.00003741339,0.000008685232,0.00002979327,0.00002896168,0.00004906611],"domain_scores_gemma":[0.9993473,0.00009458633,0.0002351898,0.00003387597,0.00008591575,0.0002031867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004281675,0.00002263128,0.9971842,0.000009252639,0.00002435278,0.0000441335,0.0005565303,0.00005887241,0.000492115,0.00005346008,0.0001490553,0.001362433],"study_design_scores_gemma":[6.788019e-7,0.000004671617,0.999281,0.000002113213,0.00000279655,0.000011326,0.0005647439,0.00004235953,0.00001063666,0.000006804245,0.00007205173,8.35483e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995885,0.00006126115,0.00002445535,0.00003188983,9.848412e-7,0.000002415358,0.00005765741,7.840495e-7,0.0002320531],"genre_scores_gemma":[0.9998306,0.00002516837,0.00002709184,0.000004795369,9.470637e-7,0.000001522402,0.00004362894,4.532039e-7,0.0000657665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108953,"threshold_uncertainty_score":0.2166377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964077153136602,"score_gpt":0.2366029790969611,"score_spread":0.2069622075655951,"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."}}