{"id":"W3096075765","doi":"10.1038/s41467-020-19228-4","title":"Local community assembly mechanisms shape soil bacterial β diversity patterns along a latitudinal gradient","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Beijing Forestry University; Beijing Normal University; National Natural Science Foundation of China; University of British Columbia; West Virginia University; CERN; Chinese Academy of Sciences; University of Alberta","keywords":"Biodiversity; Ecology; Diversity (politics); Variation (astronomy); Community structure; Beta diversity; Regional variation; Gamma diversity; Biology; Geography","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":["sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003830583,0.0001802737,0.0002321995,0.00002394418,0.002580068,0.00002404317,0.002812764,0.0003658885,0.002502953],"category_scores_gemma":[0.0001078264,0.0001875933,0.0001030523,0.0002404004,0.0004637987,0.0001843963,0.01150388,0.002770037,0.0003564425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394233,"about_ca_system_score_gemma":0.00001995835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243974,"about_ca_topic_score_gemma":0.0482287,"domain_scores_codex":[0.997858,0.001320301,0.0002190898,0.0001933511,0.0001367924,0.0002723959],"domain_scores_gemma":[0.9978888,0.0003835541,0.0001209259,0.001414536,0.00002615249,0.000166002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001154201,0.006575309,0.4124256,0.0001571447,0.0008442427,0.00004683256,0.05342327,0.002071605,0.2904365,0.0613246,0.1514408,0.02009989],"study_design_scores_gemma":[0.001729068,0.0008042083,0.9326704,0.00003503488,0.0001913218,0.00003191033,0.001977749,0.008751619,0.002823959,0.00613593,0.04383767,0.001011115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876133,0.00004154072,0.00178913,0.006346848,0.0001959619,0.0002372049,0.0001087227,0.0001100841,0.003557173],"genre_scores_gemma":[0.9941609,0.00006147558,0.001228299,0.004029196,0.00002609007,0.00001207696,0.0004559589,0.00001214547,0.00001383914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5202448,"threshold_uncertainty_score":0.9995306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406246694144025,"score_gpt":0.256055630470031,"score_spread":0.2219931635285908,"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."}}