{"id":"W4386950971","doi":"10.1093/infdis/jiad405","title":"Thinking Small, Stinking Big: The World of Microbial Odors","year":2023,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institutes of Health; Burroughs Wellcome Fund; U.S. Department of Defense","keywords":"Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148705,0.0007821028,0.0005464678,0.0008360983,0.002867903,0.00655562,0.0007407304,0.003087591,0.01253252],"category_scores_gemma":[0.002934201,0.0003504645,0.0004793514,0.0007279009,0.007400671,0.0107243,0.002277163,0.006624634,0.005377743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817133,"about_ca_system_score_gemma":0.001567537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793193,"about_ca_topic_score_gemma":0.00240425,"domain_scores_codex":[0.9993466,0.0001862744,0.00001869657,0.0001235018,0.0002435361,0.00008148808],"domain_scores_gemma":[0.999113,0.0003823551,0.00005092633,0.00007149836,0.0002128997,0.0001691302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003237795,0.00009524212,0.002144967,0.001247813,0.00005592405,0.0007075306,0.005968162,0.000215878,0.01254014,0.2141438,0.4497003,0.3128564],"study_design_scores_gemma":[0.00000729677,0.0000596787,0.001075857,0.000420568,0.00001549696,0.0007681856,0.002268715,0.0001504103,0.001756533,0.0557818,0.9376557,0.00003963787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01995713,0.4763862,0.02052248,0.2418319,0.0547127,0.00007745092,0.0006885804,0.0009935435,0.18483],"genre_scores_gemma":[0.2198219,0.349635,0.02100141,0.1610622,0.03054758,0.0001493006,0.0007622708,0.000831695,0.2161887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01253252,"threshold_uncertainty_score":0.04192537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210558435640277,"score_gpt":0.2202925579191753,"score_spread":0.2081869735627725,"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."}}