{"id":"W2790178828","doi":"10.1038/s41396-017-0042-4","title":"Deposition rates of viruses and bacteria above the atmospheric boundary layer","year":2018,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Goddard Space Flight Center; National Oceanic and Atmospheric Administration; Banco Bilbao Vizcaya Argentaria; Junta de Andalucía; Tula Foundation; National Aeronautics and Space Administration","keywords":"Deposition (geology); Aerosolization; Aerosol; Atmosphere (unit); Bacteria; Biology; Sea spray; Environmental chemistry; Flux (metallurgy); Atmospheric sciences; Chemistry; Meteorology; Sediment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000161012,0.00005812558,0.00005854865,0.000002250801,0.0004291157,0.0001050651,0.0001323464,0.00002003044,0.003064085],"category_scores_gemma":[0.000007024099,0.00002900911,0.00003293663,0.00005890131,0.0003545361,0.0002121283,0.00007742251,0.0001245545,0.0001084821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002717434,"about_ca_system_score_gemma":0.000007208387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002276217,"about_ca_topic_score_gemma":0.0001421433,"domain_scores_codex":[0.9995812,0.00005979337,0.000128809,0.00005791399,0.0000704392,0.0001018829],"domain_scores_gemma":[0.9997178,0.00003338592,0.0001092895,0.00009825059,0.00001183207,0.00002946802],"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":[0.00002469329,0.00001666733,0.001295477,7.222648e-7,0.00001511191,8.245688e-7,0.0007423972,0.000004814868,0.9904784,0.000006731285,0.002976089,0.00443805],"study_design_scores_gemma":[0.0001982286,0.0001825069,0.7889019,0.00002822667,0.00004710628,0.0008389303,0.0003665951,0.0002129487,0.1600088,0.0004114667,0.04870835,0.00009493274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974608,0.00006892646,0.0002037065,0.0008654758,0.0002971509,0.00004807315,0.000003164556,0.000003885135,0.001048853],"genre_scores_gemma":[0.9981403,0.0001090327,0.0005468847,0.00067585,0.0001916964,9.720183e-7,2.455545e-7,0.000005833651,0.0003292282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304697,"threshold_uncertainty_score":0.9978473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505964260876612,"score_gpt":0.2683428986833603,"score_spread":0.2532832560745942,"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."}}