{"id":"W4294543310","doi":"10.1111/1758-2229.13120","title":"Stressful, isolated, yet diverse: Green roofs have rich microbiomes that are not dominated by oligotrophic taxa","year":2022,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dawson College; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Microbiome; Phylum; Ecosystem; Biology; Habitat; Biome; 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":[0.0001091655,0.0003073994,0.0003296086,0.0005270452,0.0005808566,0.0007222532,0.0001565895,0.0001876168,0.002095207],"category_scores_gemma":[0.0002045268,0.0001297383,0.0002299378,0.0005334187,0.0005245201,0.0003543592,0.000793094,0.0001827565,0.0002751094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982371,"about_ca_system_score_gemma":0.0002746345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480309,"about_ca_topic_score_gemma":0.006926941,"domain_scores_codex":[0.9998007,0.00002434718,0.00001176161,0.00006581874,0.00003498388,0.0000622974],"domain_scores_gemma":[0.9997204,0.00002500366,0.0001122518,0.0000246624,0.00003905518,0.0000785495],"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":[0.0007710582,0.00008894971,0.4677844,0.0003628537,0.0002183869,0.0004709258,0.00137197,0.000333675,0.5136794,0.0002000506,0.0002274217,0.01449091],"study_design_scores_gemma":[0.000004045588,0.0001333929,0.9886148,0.0000137986,0.0000416973,0.0002397451,0.001466173,0.0001242327,0.008513784,0.00008962071,0.000751207,0.000007567789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991441,0.00008751074,0.0002791201,0.000007099367,0.000002170997,0.000003901888,0.000203858,0.000005746271,0.0002665896],"genre_scores_gemma":[0.9987683,0.0000649202,0.0006012415,0.00001955876,0.00000277444,0.000005112538,0.0002875463,0.000006039856,0.0002445283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002480309,"threshold_uncertainty_score":0.007009089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005704828959789402,"score_gpt":0.202422543738094,"score_spread":0.1967177147783046,"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."}}