{"id":"W4387474168","doi":"10.2139/ssrn.4594307","title":"Seasonal Variations of Antimicrobial Resistance Genes in Aerosols: A One-Year Monitoring at the Puy De Dôme Summit (Central France)","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Summit; Antimicrobial; Geography; Biology; Microbiology; Physical geography","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":[0.0003090992,0.0004041807,0.0004243811,0.0008057741,0.0005908625,0.0007872907,0.0004094246,0.001024201,0.0005624643],"category_scores_gemma":[0.0002304529,0.0001414144,0.0003595056,0.0005034937,0.0002901548,0.0002891758,0.0005119726,0.0002808722,0.0002536205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007811345,"about_ca_system_score_gemma":0.000450623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06611539,"about_ca_topic_score_gemma":0.06008607,"domain_scores_codex":[0.9997875,0.00002551485,0.000007385068,0.00006954146,0.00005347772,0.00005653514],"domain_scores_gemma":[0.9997796,0.00002203596,0.00003235838,0.00001143095,0.00009781025,0.00005664392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004245181,0.0002178343,0.9693905,0.00002773298,0.000127815,0.0005254579,0.0009503855,0.0004721055,0.02007545,0.00003216195,0.0004058133,0.007350281],"study_design_scores_gemma":[0.000003847328,0.00006446513,0.9985261,0.000002101886,0.00001258192,0.00005762212,0.0002663868,0.0002298677,0.0004939255,0.000005185314,0.0003346562,0.000003354058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990552,0.0001076854,0.0001035084,0.00002166579,0.0000066576,0.000008589078,0.0004775311,0.000007739098,0.0002114374],"genre_scores_gemma":[0.9983345,0.00005778791,0.0002850713,0.00002316355,0.00001202606,0.00001362134,0.0006492064,0.000004379277,0.0006204494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06611539,"threshold_uncertainty_score":0.1314611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588342289946188,"score_gpt":0.2442880548534284,"score_spread":0.2284046319539666,"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."}}