{"id":"W4386305946","doi":"10.1111/nph.19235","title":"Diversity and biogeography of plant phyllosphere bacteria are governed by latitude‐dependent mechanisms","year":2023,"lang":"en","type":"article","venue":"New Phytologist","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université du Québec à Montréal","funders":"Chinese Government Scholarship; China Scholarship Council; East China Normal University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Helsingin Yliopisto","keywords":"Phyllosphere; Abiotic component; Biology; Ecology; Metacommunity; Microbiome; Latitude; Taxon; Host (biology); Community structure; Biological dispersal; Geography; Bacteria","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":[0.00007905994,0.0001073487,0.0001742552,0.00000984023,0.0005076178,0.00002107677,0.0001996138,0.0000798841,0.0002600003],"category_scores_gemma":[0.0000174141,0.00004713505,0.00006306989,0.0002202229,0.00006337266,0.00008869686,0.0005514968,0.00009282633,0.00001654298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001006663,"about_ca_system_score_gemma":0.000003037436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006602086,"about_ca_topic_score_gemma":0.003441842,"domain_scores_codex":[0.9993658,0.00003787919,0.0001261212,0.0001883867,0.0001098876,0.0001719173],"domain_scores_gemma":[0.9996408,0.00008898477,0.0001267768,0.00005542547,0.00002323914,0.00006481093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008081734,0.000101243,0.126374,0.00001120109,0.00004816828,0.00001050577,0.00009872072,8.972656e-7,0.8512754,0.0001340521,0.01852049,0.00334455],"study_design_scores_gemma":[0.0002361606,0.0002136876,0.9436107,0.00003247435,0.00001769135,0.00001219884,0.0004865087,0.00001423505,0.03693062,0.0007589326,0.01750522,0.0001815421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974828,0.00008830342,0.000008737812,0.0004239802,0.0001556703,0.00008757628,0.00149909,0.00006893575,0.0001849328],"genre_scores_gemma":[0.9990357,0.0002297155,0.00004829746,0.00007418425,0.00002614774,0.000001884895,0.0002137792,5.757855e-7,0.0003697652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8172368,"threshold_uncertainty_score":0.9980422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240952437032337,"score_gpt":0.2096316563723834,"score_spread":0.1872221320020601,"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."}}