{"id":"W4399446212","doi":"10.1111/ele.14447","title":"Host specificity of plant‐associated bacteria is negatively associated with genome size and host abundance along a latitudinal gradient","year":2024,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; Espace pour la vie; Université du Québec à Montréal","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Host (biology); Abundance (ecology); Symbiosis; Ecology; Genome; Bacteria; Evolutionary biology; Genetics; Gene","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":[0.0002366996,0.0002002356,0.0003279615,0.00002325263,0.0001686503,0.00006723263,0.0001742333,0.0001349844,0.0003579232],"category_scores_gemma":[0.0001175399,0.00009113885,0.00007499297,0.0003934817,0.0002844359,0.0001261524,0.00006574376,0.0002067169,0.00002003063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527094,"about_ca_system_score_gemma":0.00001430198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002911102,"about_ca_topic_score_gemma":0.002996041,"domain_scores_codex":[0.9986405,0.0001361785,0.000252312,0.0004265994,0.0001590267,0.000385326],"domain_scores_gemma":[0.9988831,0.0007807188,0.0001631278,0.00004852065,0.00004908859,0.00007548172],"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":[0.00003841068,0.00008097671,0.2373024,0.000008860919,0.0002949554,0.00007100066,0.0004492573,1.058938e-7,0.7610045,0.00003408799,0.0006928699,0.00002258009],"study_design_scores_gemma":[0.0002140145,0.0003446208,0.9930192,0.00005746402,0.00006177492,0.00001336326,0.00005451449,0.000008514511,0.005755621,0.00002210541,0.0002496679,0.000199118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913164,0.00007169533,4.428338e-7,0.007384218,0.0001700278,0.0002222584,0.0006958396,0.00008858783,0.00005057294],"genre_scores_gemma":[0.9985458,0.0000111223,0.00005000232,0.001159335,0.00007524775,0.00001239668,0.00006977875,0.000003078164,0.00007325059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7557168,"threshold_uncertainty_score":0.3919007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155879148492471,"score_gpt":0.1909707210778966,"score_spread":0.1794119295929719,"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."}}