{"id":"W1892969498","doi":"10.1111/j.1751-7915.2011.00315.x","title":"Explorative probes and biomarkers, chronic <i>Salmonella</i> infections and future vaccines","year":2011,"lang":"en","type":"article","venue":"Microbial Biotechnology","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bioreporter; Salmonella; Escherichia coli; Environmental chemistry; Oil pollution; Bioassay; Chemistry; Reporter gene; Biotechnology; Biology; Bacteria; Environmental science; Gene; Environmental engineering; Biochemistry; Ecology; Genetics","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":[0.001060002,0.0007574899,0.0007166963,0.0005695274,0.0001885629,0.00127268,0.0005596119,0.001919438,0.004887024],"category_scores_gemma":[0.0006805274,0.0003338066,0.0004958808,0.0003812597,0.0009819298,0.001625011,0.0008360625,0.001407719,0.001621428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007742473,"about_ca_system_score_gemma":0.0005267913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003142114,"about_ca_topic_score_gemma":0.0004850058,"domain_scores_codex":[0.9995424,0.0001417986,0.00002313108,0.00008346295,0.00009731435,0.0001119982],"domain_scores_gemma":[0.9994198,0.0001230124,0.0001512884,0.000043736,0.0001428172,0.0001193463],"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":[0.0008501112,0.0002189159,0.004098206,0.004302876,0.00009523008,0.0003632418,0.0002975863,0.0008461567,0.7452887,0.01272948,0.01758135,0.2133281],"study_design_scores_gemma":[0.0001057404,0.005063714,0.01421919,0.001562855,0.0002364056,0.002209623,0.001106853,0.002364606,0.4235297,0.01631695,0.5331526,0.0001318399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2359694,0.5265815,0.1208124,0.05923854,0.00891206,0.0006876013,0.003080507,0.001818233,0.04289971],"genre_scores_gemma":[0.6301402,0.217961,0.0755088,0.01617894,0.002687012,0.000759418,0.003006365,0.0002195656,0.05353862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004887024,"threshold_uncertainty_score":0.01634872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106327820180227,"score_gpt":0.2238766928840195,"score_spread":0.2132439108659968,"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."}}