{"id":"W2999124294","doi":"10.3389/fmicb.2019.02920","title":"Detection and Quantification of Viable but Non-culturable Campylobacter jejuni","year":2020,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Campylobacter jejuni; Propidium monoazide; Microbiology; Campylobacter; Viable but nonculturable; Biology; rpoB; Population; Real-time polymerase chain reaction; Chemistry; Bacteria; Gene; Biochemistry; 16S ribosomal RNA","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":[],"consensus_categories":[],"category_scores_codex":[0.0001851589,0.0001235663,0.0003318484,0.00001827692,0.0000549221,0.000008776573,0.0001545406,0.0002107263,0.00006295379],"category_scores_gemma":[0.00007091627,0.00005645219,0.00004889659,0.0002376395,0.000139701,0.0000693508,0.0000488793,0.000131135,0.0000118566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001942092,"about_ca_system_score_gemma":0.000004661391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098596,"about_ca_topic_score_gemma":0.0001283877,"domain_scores_codex":[0.9989424,0.0001457267,0.0003030265,0.0003404481,0.0000221673,0.0002462624],"domain_scores_gemma":[0.9996436,0.00007394104,0.0001332019,0.00004714106,0.00004067389,0.00006147221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007250351,0.00002322019,0.08959813,0.0000083964,0.00001045783,8.607608e-7,0.00009118758,0.000005783306,0.9026176,0.00001505259,0.001097471,0.00645935],"study_design_scores_gemma":[0.000898232,0.001202323,0.398181,0.00003440256,0.00004229118,0.00006014101,0.002741764,0.00105498,0.518261,0.0008583653,0.07605312,0.000612475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973594,0.000390405,0.000621674,0.0009330476,0.0003178721,0.0001745633,0.00003907458,0.00002152164,0.0001424548],"genre_scores_gemma":[0.9984472,0.0001709431,0.0006390258,0.0005025636,0.00008298233,0.000009278592,0.00008459497,0.000001063366,0.00006233313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3843566,"threshold_uncertainty_score":0.2302053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578776569154058,"score_gpt":0.1995273019151053,"score_spread":0.1837395362235647,"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."}}