{"id":"W3160120625","doi":"10.1093/ee/nvab045","title":"Hoary Squash Bees (<i>Eucera pruinosa</i>: Hymenoptera: Apidae) Provide Abundant and Reliable Pollination Services to <i>Cucurbita</i> Crops in Ontario (Canada)","year":2021,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Canada First Research Excellence Fund; Weston Family Foundation","keywords":"Biology; Cucurbita; Apidae; Pollination; Pollinator; Apoidea; Squash; Crop; Cucurbita pepo; Honey bee; Hymenoptera; Apiary; Botany; Pollen; Agronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008136415,0.0001728553,0.0002243576,0.00001289901,0.000171194,0.00003955183,0.0001234732,0.00007378303,0.0004517226],"category_scores_gemma":[0.000004480476,0.00009181645,0.00002775906,0.0000953288,0.00005043393,0.0001107794,0.0002456802,0.0001430004,0.00002267168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125111,"about_ca_system_score_gemma":0.00002517023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.597175,"about_ca_topic_score_gemma":0.99191,"domain_scores_codex":[0.9987679,0.00004778243,0.0002163586,0.0004183497,0.0002024929,0.0003471289],"domain_scores_gemma":[0.9997379,0.00006451994,0.00005575547,0.00003175933,0.000005684506,0.0001043675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005395225,0.0001590864,0.7037642,0.00001065875,0.00001628,0.0001609046,0.0003957941,0.000009355003,0.2908376,0.00007757623,0.0002603631,0.004254256],"study_design_scores_gemma":[0.000200587,0.0002278155,0.9505661,0.00002302198,0.000008509382,0.00005171561,0.0005139179,0.000009101916,0.008215258,0.0001513407,0.03983085,0.0002017852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954016,0.0009775967,2.946634e-7,0.001903362,0.00008165468,0.0001796636,0.00004804037,0.00001517079,0.001392669],"genre_scores_gemma":[0.9961338,0.0001499644,0.0000809611,0.001429876,0.00005704608,0.00002472506,0.0001058437,0.000001553358,0.0020162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3947351,"threshold_uncertainty_score":0.4946045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009034015596518395,"score_gpt":0.1653854019967097,"score_spread":0.1563513864001913,"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."}}