{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002207343,0.0001610582,0.0001105396,0.0003970331,0.0006586942,0.0003455361,0.0001494711,0.0001090674,0.002054983],"category_scores_gemma":[0.0002307902,0.000115295,0.00008956926,0.0003079415,0.000165414,0.00023083,0.0002303483,0.0001613992,0.0003117357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903621,"about_ca_system_score_gemma":0.0003817649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893288,"about_ca_topic_score_gemma":0.1257324,"domain_scores_codex":[0.9998994,0.00002128299,0.000006349926,0.00002421718,0.00002745124,0.00002131734],"domain_scores_gemma":[0.9997947,0.00003860654,0.00007608777,0.0000184698,0.00003884642,0.00003335498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009986552,0.00008873604,0.8418268,0.00006896535,0.00004425053,0.0003990514,0.002189305,0.00003173088,0.1358272,0.0001444703,0.0005131213,0.01876642],"study_design_scores_gemma":[0.000001849476,0.00004608664,0.996241,0.000004798419,0.000006654878,0.0001697403,0.000362232,0.00002406187,0.001942527,0.000007925438,0.001190896,0.000002290428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973213,0.00008475883,0.00008422508,0.00002714765,0.000002184793,0.000007398746,0.0001309798,0.000007141552,0.002334849],"genre_scores_gemma":[0.9959823,0.0001164894,0.000645848,0.0001162929,0.000004350039,0.000009493468,0.000358048,0.000003188012,0.002764052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893288,"threshold_uncertainty_score":0.03764534,"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."}}