{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008168857,0.0001447527,0.00008404924,0.0003790346,0.0009343837,0.0004298292,0.0001981912,0.0001033657,0.002630051],"category_scores_gemma":[0.0001905757,0.0001125047,0.0000998226,0.0004134809,0.0003490702,0.0002323627,0.0003334504,0.0001389579,0.0003062836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327769,"about_ca_system_score_gemma":0.001225832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.682598,"about_ca_topic_score_gemma":0.9496335,"domain_scores_codex":[0.9999204,0.000005631166,0.000003475983,0.00001712292,0.00002741645,0.00002599235],"domain_scores_gemma":[0.9998291,0.00001186757,0.0000648242,0.000009359844,0.00004589418,0.00003902186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174664,0.00004475026,0.8866597,0.000165995,0.00003940784,0.000320706,0.004014572,0.0001847073,0.03611793,0.0001265219,0.00224967,0.06995839],"study_design_scores_gemma":[0.000001408726,0.00001737611,0.9963527,0.000008763174,0.000004398373,0.00003784163,0.0008471229,0.00004109331,0.0002393759,0.000006748743,0.002440726,0.000002519763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935901,0.0004851905,0.0001443995,0.00006502719,0.000003413325,0.00002613514,0.0006340729,0.00001709533,0.005034652],"genre_scores_gemma":[0.9960023,0.000419132,0.000450395,0.00004762019,0.000002489586,0.000008845485,0.000368842,0.000003441394,0.002696859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.317402,"threshold_uncertainty_score":0.6385425,"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."}}