{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179501,0.0001752616,0.0001984395,0.0005695265,0.0002062311,0.0003851716,0.0001075661,0.0002183305,0.001034753],"category_scores_gemma":[0.0004600817,0.000139472,0.0001527542,0.0004293805,0.0002402461,0.0002533457,0.0003272725,0.0002057124,0.0002008927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130664,"about_ca_system_score_gemma":0.00009929115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481656,"about_ca_topic_score_gemma":0.003126859,"domain_scores_codex":[0.9998375,0.00003694501,0.000008161691,0.00007320451,0.00001636722,0.00002786536],"domain_scores_gemma":[0.9993543,0.0001785501,0.0002611733,0.00004554905,0.00007059392,0.00008983553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670521,0.0000231185,0.728741,0.00005664496,0.0001471101,0.00007938824,0.0003335341,0.0003404118,0.2648985,0.0001083657,0.00008169882,0.004923183],"study_design_scores_gemma":[8.034327e-7,0.00001646522,0.9986296,0.000002128307,0.000009284689,0.0000525723,0.00008375,0.0001927763,0.0008413947,0.00002364639,0.0001450223,0.000002476062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991524,0.0001871234,0.0002829159,0.00000963694,0.000001179711,9.276911e-7,0.0001216337,0.00000544389,0.0002387944],"genre_scores_gemma":[0.9994849,0.00005569552,0.0001609771,0.00001149724,0.000001322508,0.000002051727,0.0001451433,0.000003315065,0.0001351193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481656,"threshold_uncertainty_score":0.003461659,"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."}}