{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183494,0.0002172474,0.0002167748,0.0006203679,0.0003507657,0.0004597795,0.0001564062,0.0002074206,0.0003519546],"category_scores_gemma":[0.0005437477,0.0001985434,0.0002649864,0.0005244941,0.0004345568,0.0004864072,0.0004690818,0.00015705,0.000127843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797703,"about_ca_system_score_gemma":0.0003526996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007513532,"about_ca_topic_score_gemma":0.01210742,"domain_scores_codex":[0.9998174,0.00004720006,0.00000923338,0.00006678632,0.00002462944,0.00003474305],"domain_scores_gemma":[0.9996845,0.00006921263,0.0001322871,0.00003467538,0.00004589165,0.00003348613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155569,0.00002760432,0.819997,0.0001681122,0.0001383875,0.0001045375,0.0007553563,0.01060703,0.1447251,0.001393922,0.0001447939,0.02182267],"study_design_scores_gemma":[0.000003768774,0.00003020817,0.9794341,0.0000109843,0.0000217349,0.00004568529,0.0003455756,0.0154662,0.002970074,0.0009372095,0.0007211139,0.00001343425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995291,0.0005696288,0.003376527,0.00004324301,0.000001688321,0.000005888936,0.0001425128,0.00002059497,0.0005488501],"genre_scores_gemma":[0.9988161,0.0002426032,0.000761268,0.00000904129,0.000001860619,0.000006491332,0.00007764748,0.000003633301,0.00008130196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007513532,"threshold_uncertainty_score":0.01493961,"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."}}