{"id":"W4393981270","doi":"10.1007/s10453-024-09819-9","title":"Culturable bacteria in clouds at Réunion, tropical island","year":2024,"lang":"en","type":"article","venue":"Aerobiologia","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Firmicutes; Bacteroidetes; Biology; Actinobacteria; Proteobacteria; Stenotrophomonas; Microbacterium; 16S ribosomal RNA; Ecology; Bacteria; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696466,0.0003515215,0.0004167971,0.000994991,0.002945168,0.001126569,0.0007611089,0.0005207622,0.001372767],"category_scores_gemma":[0.0005607912,0.0002463587,0.0002993825,0.000734026,0.000900194,0.0004684129,0.0009288056,0.0005783932,0.0003135172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585467,"about_ca_system_score_gemma":0.002031097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3619655,"about_ca_topic_score_gemma":0.4589985,"domain_scores_codex":[0.9995509,0.00002754262,0.00001828445,0.00007786824,0.0001383306,0.0001870791],"domain_scores_gemma":[0.9994336,0.00006279036,0.00007852457,0.00001837744,0.0001984686,0.000208188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009231745,0.0001828005,0.8918261,0.00008399962,0.0001079065,0.001629902,0.005613508,0.0008510248,0.09226212,0.0001488255,0.0004068019,0.005963957],"study_design_scores_gemma":[0.000006656729,0.0000711522,0.9934474,0.000007924081,0.00001523666,0.0001070717,0.003551982,0.0004712144,0.001996403,0.00001460463,0.0003013677,0.000009051631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992275,0.00003781328,0.00002910869,0.00001284149,0.000005843343,0.000007187839,0.0001355206,0.0000028433,0.0005413452],"genre_scores_gemma":[0.9991952,0.00003619707,0.0000714403,0.00001064824,0.000007658532,0.000008566113,0.0002195707,0.000003050971,0.0004477116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3619655,"threshold_uncertainty_score":0.7197172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008681419977355732,"score_gpt":0.2244606860095313,"score_spread":0.2157792660321756,"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."}}