{"id":"W4403532676","doi":"10.1093/pnasnexus/pgae440","title":"Pollen foraging mediates exposure to dichotomous stressor syndromes in honey bees","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Water and Wastewater Association; Université Laval; University of Manitoba; University of Lethbridge; University of Victoria; Canada's Michael Smith Genome Sciences Centre; University of Guelph; Agriculture and Agri-Food Canada; University of British Columbia; York University","funders":"Agriculture and Agri-Food Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ontario Genomics; Ontario Genomics Institute; Genome Canada","keywords":"Foraging; Stressor; Honey Bees; Pollen; Biology; Zoology; Ecology; Neuroscience","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":[0.0002457467,0.0002346413,0.0002411585,0.0004613558,0.0004050348,0.0006179097,0.000242484,0.0003163938,0.0009229906],"category_scores_gemma":[0.0007362696,0.0001493039,0.0002058827,0.0002629177,0.0004849464,0.000207766,0.0005364819,0.0002930533,0.0001011976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241329,"about_ca_system_score_gemma":0.0004148067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812831,"about_ca_topic_score_gemma":0.05008408,"domain_scores_codex":[0.9998311,0.0000456847,0.000006890613,0.00004840236,0.00002798828,0.00003983365],"domain_scores_gemma":[0.9995837,0.00009548257,0.000166679,0.00003945051,0.00003840961,0.00007631165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005209809,0.0001121567,0.8646831,0.00005682953,0.0002418234,0.0001695432,0.0007478448,0.0002862441,0.1244176,0.0001664782,0.0001276544,0.008469786],"study_design_scores_gemma":[0.000001557599,0.00002548875,0.999263,0.000002927785,0.00001211126,0.00001889187,0.0001419179,0.0001410505,0.0002947156,0.00004552869,0.00005073207,0.000002080231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999481,0.00009094155,0.00009818705,0.00001977886,9.484423e-7,0.000002835249,0.00005017487,0.000002204778,0.0002539388],"genre_scores_gemma":[0.999524,0.0000728458,0.0001614786,0.00002735393,0.000001435507,0.000004989623,0.00006840215,0.000002238522,0.000137267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812831,"threshold_uncertainty_score":0.03604555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731507434186181,"score_gpt":0.232981812040381,"score_spread":0.1956667376985191,"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."}}