{"id":"W2253284310","doi":"10.1126/science.aab0868","title":"Functional mismatch in a bumble bee pollination mutualism under climate change","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":255,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Science Foundation","keywords":"Pollinator; Mutualism (biology); Pollination; Generalist and specialist species; Biology; Foraging; Ecology; Biodiversity; Climate change; Habitat; Pollen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000343699,0.0001206964,0.0001969284,0.0004229149,0.0004742463,0.0004881104,0.000183344,0.0005717648,0.002366998],"category_scores_gemma":[0.001718261,0.00009146922,0.0000954666,0.0002660996,0.000348828,0.0004533879,0.0004681221,0.0003008509,0.0001309072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114859,"about_ca_system_score_gemma":0.0001217986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659868,"about_ca_topic_score_gemma":0.005064172,"domain_scores_codex":[0.9998571,0.0000396977,0.00001219431,0.00003518615,0.00002091906,0.00003491133],"domain_scores_gemma":[0.9994287,0.0001514292,0.000189724,0.00003817569,0.00005715987,0.0001347583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000863545,0.0001554168,0.8651175,0.00005918166,0.00008409702,0.000515817,0.00204431,0.0005278143,0.1150925,0.0004843598,0.0002189927,0.01483661],"study_design_scores_gemma":[0.000003293028,0.00006161302,0.9978279,0.000002286201,0.000008018486,0.000250268,0.0003844515,0.0005686954,0.000609825,0.0001217892,0.0001573561,0.000004446493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998517,0.00002755122,0.00002236893,0.00001789963,6.592707e-7,5.161594e-7,0.000009163825,8.647655e-7,0.00006909349],"genre_scores_gemma":[0.9998937,0.000006211882,0.00002098086,0.000009840484,8.43821e-7,9.21681e-7,0.00001220446,4.971313e-7,0.00005486902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659868,"threshold_uncertainty_score":0.007918358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176182832022924,"score_gpt":0.2646941040552082,"score_spread":0.04707582085291578,"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."}}