{"id":"W4400407435","doi":"10.3390/atmos15070806","title":"Diversity Analysis of Fungi Distributed in Inhalable and Respirable Size Fractions of Aerosols: A Report from Kuwait","year":2024,"lang":"en","type":"article","venue":"Atmosphere","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Kuwait Institute for Scientific Research","keywords":"Diversity (politics); Environmental science; Fungal Diversity; Geography; Atmospheric sciences; Ecology; Biology; Geology; Political science","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":[0.0005407713,0.0007746536,0.0004124356,0.002593898,0.001803925,0.001413207,0.0003843355,0.0006791381,0.0005168602],"category_scores_gemma":[0.0004632571,0.0003477061,0.0004675176,0.002086547,0.0009812088,0.0004092923,0.0007806791,0.0003060265,0.0002432618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136339,"about_ca_system_score_gemma":0.0006213594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03547265,"about_ca_topic_score_gemma":0.03952181,"domain_scores_codex":[0.9994541,0.00008147059,0.00006822083,0.000113712,0.0001491721,0.0001333397],"domain_scores_gemma":[0.999584,0.00005161266,0.0001053024,0.0000210351,0.00017048,0.00006749629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003471364,0.0002677708,0.8340966,0.000379663,0.0002296995,0.002302141,0.01366625,0.0001984062,0.1158947,0.00007368334,0.0002632107,0.03228078],"study_design_scores_gemma":[0.00000603591,0.0002631264,0.9874831,0.00004514322,0.0001273953,0.001354906,0.004272838,0.0002408053,0.004401923,0.00002291813,0.00175299,0.00002876646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985068,0.0004715258,0.0001921186,0.00003416857,0.000005216077,0.00002504436,0.0002006307,0.000004225736,0.0005601841],"genre_scores_gemma":[0.9977528,0.0007253757,0.0004171274,0.00005632208,0.00001873481,0.00002210601,0.0004634172,0.000003683071,0.0005403798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03547265,"threshold_uncertainty_score":0.07053238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114110543172845,"score_gpt":0.2337234227286496,"score_spread":0.2225823172969211,"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."}}