{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000249737,0.0004723092,0.0004561718,0.0001069816,0.0006350141,0.00002198534,0.0003600401,0.0003740965,0.001255571],"category_scores_gemma":[0.0000081866,0.0004977514,0.0001837694,0.00008353031,0.0003861342,0.00001005556,0.001074111,0.0004507596,0.00006030222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800195,"about_ca_system_score_gemma":0.00005685306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726203,"about_ca_topic_score_gemma":0.0000620448,"domain_scores_codex":[0.9971362,0.0002760906,0.0005535368,0.001167368,0.0001062187,0.0007606178],"domain_scores_gemma":[0.9984016,0.00001396182,0.0006657374,0.00074615,0.00001056028,0.0001620043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001832984,0.0003332436,0.0502773,0.00001693881,0.0001521095,0.0003833955,0.0000837925,0.00002694032,0.9073887,3.756103e-7,0.04096429,0.0001895433],"study_design_scores_gemma":[0.001384369,0.000762015,0.01404938,0.00001335088,0.00008637262,0.007159335,0.0008883973,0.000003809188,0.5795207,0.000008500789,0.3952403,0.0008835116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929499,0.002690455,0.00002065327,0.0003906419,0.0006365256,0.0005434036,0.002644421,0.00003651934,0.00008750334],"genre_scores_gemma":[0.9809888,0.0003323852,0.0000790632,0.001480117,0.00007525874,0.00006898683,0.009665328,0.00007234172,0.007237729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.354276,"threshold_uncertainty_score":0.9997474,"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."}}