{"id":"W3024552635","doi":"10.1163/22244662-bja10008","title":"Slope aspect influences soil microbial community structure and composition in the Israel arid Mediterranean","year":2020,"lang":"en","type":"article","venue":"Israel Journal of Ecology and Evolution","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ecology; Microbial population biology; Organic matter; Community structure; Actinobacteria; Mediterranean climate; Ecosystem; Biology; Abiotic component; Soil organic matter; Water content; Microbial ecology; Microbiome; Environmental science; Soil water; 16S ribosomal RNA; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006482139,0.0001048506,0.0002149378,0.00004291784,0.0004551163,0.00001543478,0.0002994684,0.000169606,0.0001722654],"category_scores_gemma":[0.00007913102,0.00007811008,0.00003183294,0.0001250611,0.0006207,0.0002309459,0.0001556782,0.001007903,0.000008425507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005464604,"about_ca_system_score_gemma":0.0000195178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004883942,"about_ca_topic_score_gemma":0.008073983,"domain_scores_codex":[0.9981232,0.001279902,0.0002823215,0.00009049544,0.00006232857,0.0001617635],"domain_scores_gemma":[0.9993304,0.0002993988,0.0002037204,0.00009265984,0.00001603108,0.00005778853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007380026,0.0002040408,0.6221982,0.00003273068,0.00005159459,0.00003320735,0.01155237,0.001564668,0.3582422,0.0006848828,0.004067875,0.0006302687],"study_design_scores_gemma":[0.00067076,0.0007228377,0.9914449,0.00001049539,0.00002983023,0.0004141582,0.001298976,0.0001954926,0.0003422295,0.0045501,0.0002331462,0.0000871001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995718,0.0001384377,0.00002614324,0.003690258,0.0001523347,0.00008941675,0.000008295407,0.000003946875,0.0001731614],"genre_scores_gemma":[0.9963707,0.00005634667,0.00009522894,0.003372837,0.00008924826,7.144827e-7,0.00001037766,0.000003132034,0.000001433243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3692467,"threshold_uncertainty_score":0.4505472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711193684199506,"score_gpt":0.2320041896039023,"score_spread":0.2148922527619072,"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."}}