{"id":"W2153381660","doi":"10.5194/bg-8-17-2011","title":"Microbiology and atmospheric processes: research challenges concerning the impact of airborne micro-organisms on the atmosphere and climate","year":2011,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institut National de la Recherche Agronomique; European Science Foundation","keywords":"Atmosphere (unit); Atmospheric chemistry; Environmental science; Biosphere; Radiative forcing; Astrobiology; Climate change; Ecology; Atmospheric sciences; Earth science; Biology; Meteorology; Geography; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008105162,0.001183156,0.003460306,0.001887954,0.002765588,0.0103644,0.002656975,0.01016173,0.007630091],"category_scores_gemma":[0.007235565,0.0005391953,0.001297748,0.002583706,0.01232536,0.01710882,0.007016525,0.01021565,0.001947125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440585,"about_ca_system_score_gemma":0.00471688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516172,"about_ca_topic_score_gemma":0.004570203,"domain_scores_codex":[0.9966928,0.001411151,0.0002017434,0.0006179726,0.0007499822,0.0003264304],"domain_scores_gemma":[0.9872442,0.008644329,0.0007414537,0.0007892462,0.001506567,0.001074282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002380176,0.0004280146,0.009396572,0.007467288,0.0003831625,0.0009963522,0.003351092,0.006960076,0.007937358,0.5275031,0.05435023,0.3809887],"study_design_scores_gemma":[0.0000289658,0.0002911026,0.01040253,0.001881257,0.0000947295,0.0006868796,0.007949298,0.003644821,0.00109188,0.6909587,0.2827804,0.0001893926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008790488,0.7528271,0.008173064,0.2121822,0.004497025,0.00003073215,0.0001367432,0.00007374743,0.01328881],"genre_scores_gemma":[0.1616112,0.7660502,0.01608052,0.02898688,0.02129937,0.0001224616,0.0001417837,0.00007116374,0.005636469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0103644,"threshold_uncertainty_score":0.04286468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07242001075172505,"score_gpt":0.2711788156347479,"score_spread":0.1987588048830229,"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."}}