{"id":"W2915951649","doi":"10.3390/environments6020022","title":"Anthropocene Crisis: Climate Change, Pollinators, and Food Security","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Anthropocene; Pollinator; Operationalization; Pollination; Food security; Climate change; Ecology; Geography; Scale (ratio); Environmental resource management; Environmental planning; Agriculture; Biology; Economics; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004850595,0.0000860782,0.0001006208,0.000003008828,0.000117232,0.00001449495,0.0000608777,0.00003829993,0.0002586081],"category_scores_gemma":[0.000001286604,0.00003280146,0.00002383616,0.00003476528,0.00002818078,0.00007705898,0.0001118018,0.00004363336,0.0001723621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007248483,"about_ca_system_score_gemma":1.649283e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409983,"about_ca_topic_score_gemma":0.00004695791,"domain_scores_codex":[0.9994446,0.00001450377,0.00006644183,0.0001833718,0.00009964921,0.0001914502],"domain_scores_gemma":[0.9998947,0.00001463089,0.00002925182,0.00001443708,0.000001044673,0.00004592763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002302154,0.0001250666,0.97061,0.00001024022,0.00002654723,0.000002881681,0.0001805701,5.423433e-8,0.01938653,0.0003502005,0.0005317534,0.008753111],"study_design_scores_gemma":[0.0001023516,0.0003316197,0.9735894,0.000008550755,0.000005858255,0.000001723801,0.0002983102,0.000004997868,0.0007999065,0.0003499262,0.02439084,0.0001164714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974722,0.001003823,3.436778e-8,0.0005216307,0.00004282623,0.000110449,0.00009352436,0.00001611493,0.0007394525],"genre_scores_gemma":[0.9969888,0.002628799,0.000005160358,0.0002355236,0.00008781697,0.000006389003,0.00001069208,5.244668e-7,0.00003632264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385909,"threshold_uncertainty_score":0.2831577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516096558362191,"score_gpt":0.1972803064109651,"score_spread":0.1721193408273432,"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."}}