{"id":"W4306868883","doi":"10.1002/ecy.3899","title":"Rare and declining bee species are key to consistent pollination of wildflowers and crops across large spatial scales","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Food and Agriculture; Division of Environmental Biology; New Jersey Agricultural Experiment Station; Rutgers, The State University of New Jersey","keywords":"Pollination; Biodiversity; Rare species; Ecology; Biology; Ecosystem services; Ecosystem; Global biodiversity; 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":[0.001401211,0.0002129832,0.0005138889,0.0009297791,0.0007124837,0.0007879835,0.0003682267,0.0003346813,0.001290706],"category_scores_gemma":[0.003767275,0.0002327057,0.0004324486,0.0005477426,0.0005988231,0.0009686236,0.0007126858,0.0004411179,0.0001078869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436097,"about_ca_system_score_gemma":0.0001845247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667766,"about_ca_topic_score_gemma":0.00732885,"domain_scores_codex":[0.9995245,0.0001189007,0.00004321858,0.0001890151,0.00007372989,0.00005061759],"domain_scores_gemma":[0.9965034,0.001301222,0.001026533,0.0005721779,0.0002917528,0.000305062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002499532,0.0000577607,0.9054077,0.0001257157,0.0002310606,0.000133708,0.0003277073,0.002990124,0.06679061,0.0004840997,0.0005191807,0.02268243],"study_design_scores_gemma":[0.000005182328,0.00002861139,0.9931339,0.000006332939,0.00003023965,0.0001007231,0.0001372534,0.004586566,0.00118641,0.0004545774,0.00032297,0.000007338677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977181,0.000105548,0.001476418,0.0000284004,0.000003075583,0.000005254944,0.0002191145,0.00002651623,0.0004175887],"genre_scores_gemma":[0.9985729,0.00001849132,0.001176551,0.00001541368,0.000003093544,0.000004964447,0.0001525445,0.000006229876,0.00004972448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003667766,"threshold_uncertainty_score":0.007410407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282565228510721,"score_gpt":0.2356831800999542,"score_spread":0.2028575278148469,"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."}}