{"id":"W4409512462","doi":"10.26786/1920-7603(2025)809","title":"Annual diversity of honeybee pollen sources in two pumpkin growing landscapes, Machakos County, Kenya","year":2025,"lang":"en","type":"article","venue":"Journal of Pollination Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 International Cooperation; Australian Centre for International Agricultural Research; Deutsche Gesellschaft für Internationale Zusammenarbeit; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; Government of the Republic of Kenya; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Pollen; Biology; Diversity (politics); Botany; Agroforestry; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009949303,0.0002308857,0.0001658701,0.0007512953,0.0009153603,0.0003228302,0.0001740564,0.0001948551,0.0008197915],"category_scores_gemma":[0.0002247176,0.0002149129,0.00009689894,0.0005999972,0.0003378008,0.0002709368,0.0003125857,0.0001106233,0.00009353249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004872827,"about_ca_system_score_gemma":0.0002840707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02586605,"about_ca_topic_score_gemma":0.1717546,"domain_scores_codex":[0.9999304,0.000009901442,0.000005507815,0.00002240045,0.00001043182,0.00002130032],"domain_scores_gemma":[0.9998788,0.00002104383,0.00004743192,0.000004815408,0.00001933678,0.00002866952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223443,0.00007022269,0.9661822,0.0001168794,0.00003944843,0.0009913825,0.006500728,0.00007560512,0.01701812,0.0000908251,0.0002268568,0.008464196],"study_design_scores_gemma":[0.000002916944,0.00003991854,0.9972012,0.000007121928,0.00001011736,0.0001480476,0.002160856,0.00003972501,0.000136481,0.000004795081,0.0002458704,0.00000299465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997235,0.00004470076,0.00001092914,0.000005100818,3.883739e-7,0.000005174932,0.00007424589,5.320509e-7,0.0001354014],"genre_scores_gemma":[0.9993235,0.00008863051,0.0001693946,0.000007479216,7.31913e-7,0.00001413714,0.000160249,5.756082e-7,0.0002354468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02586605,"threshold_uncertainty_score":0.051431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593498522030691,"score_gpt":0.2336249568259714,"score_spread":0.2176899716056645,"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."}}