{"id":"W2321181691","doi":"10.2533/chimia.2013.269","title":"Preventing Antibiotic Resistance by Switching off its Activity","year":2014,"lang":"en","type":"article","venue":"CHIMIA International Journal for Chemistry","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Antibiotic resistance; Commission; Resistance (ecology); Order (exchange); Business; Antibiotics; Biotechnology; Engineering ethics; Engineering; Microbiology; Biology; Finance","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":[0.0002432041,0.0003377287,0.0006173504,0.0003222018,0.0001439388,0.0009111879,0.0003302308,0.0003329885,0.002444032],"category_scores_gemma":[0.0003530111,0.0001284054,0.0003970519,0.0002218215,0.0002421391,0.0003736854,0.0002817205,0.001274801,0.001003632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181437,"about_ca_system_score_gemma":0.0002207025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586044,"about_ca_topic_score_gemma":0.0003466903,"domain_scores_codex":[0.9997534,0.0000409075,0.0000186542,0.00003852334,0.00007365969,0.00007479413],"domain_scores_gemma":[0.9997893,0.0000483619,0.00003750518,0.00003805988,0.00003174668,0.00005502557],"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":[0.0003002787,0.0003151224,0.001025094,0.000185203,0.00002492382,0.00008894668,0.00002907425,0.0003470914,0.9490348,0.0006161618,0.0006447213,0.04738855],"study_design_scores_gemma":[0.0000825195,0.002856052,0.00578776,0.00006645936,0.000102418,0.0007309014,0.00006246685,0.002669423,0.943075,0.0006473408,0.04389623,0.00002341504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517739,0.01535549,0.01156204,0.001451856,0.0006807608,0.0001285225,0.000407964,0.0007280794,0.01791143],"genre_scores_gemma":[0.9827949,0.004854375,0.004702964,0.0007703377,0.0001331216,0.00004467127,0.0003338736,0.00007684321,0.006288783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002444032,"threshold_uncertainty_score":0.008176088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007769286637817352,"score_gpt":0.2594934650879293,"score_spread":0.251724178450112,"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."}}