{"id":"W4392552429","doi":"10.22543/0090-0222.2466","title":"Willow Pollen Collection by a Blueberry Specialist Bee (Hymenoptera: Andrenidae)","year":2024,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hymenoptera; Willow; Biology; Pollen; Ericaceae; Botany; Salicaceae; Woody plant","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":[0.0001887789,0.000181029,0.0001831005,0.00001203144,0.000534348,0.0002370225,0.0002538415,0.00007930023,0.0005583452],"category_scores_gemma":[0.00002344647,0.0000545939,0.0001109576,0.0003911453,0.0002253969,0.00008716177,0.00009004516,0.0001366579,0.0001611415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004806464,"about_ca_system_score_gemma":0.000005825167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334802,"about_ca_topic_score_gemma":0.01040255,"domain_scores_codex":[0.9989666,0.00006937097,0.0001650714,0.0003016879,0.0001850194,0.0003122441],"domain_scores_gemma":[0.9996694,0.0001927105,0.00003597311,0.00002756889,0.00002155099,0.00005277943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002921771,0.0001686183,0.01761312,0.00003315649,0.0003026022,0.000216518,0.0009957851,0.000001768696,0.2894227,0.003512141,0.5991123,0.08832909],"study_design_scores_gemma":[0.0002356994,0.0007367029,0.1147201,0.00008341853,0.0001102004,0.00019371,0.0005692913,0.0001036282,0.004647201,0.001867771,0.8761862,0.0005460485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643241,0.003982001,0.000001984817,0.006340612,0.0002524762,0.0002049365,0.000263418,0.0002648824,0.02436555],"genre_scores_gemma":[0.9728594,0.0005891256,0.000005153807,0.0002316936,0.0006533422,0.00002581699,0.00005670088,0.000001432987,0.02557736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847755,"threshold_uncertainty_score":0.6113488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057133371219393,"score_gpt":0.2246194534906328,"score_spread":0.1940481197784389,"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."}}