{"id":"W3129107685","doi":"10.1002/ps.6312","title":"Challenges of using protein antibiotics for pathogen control","year":2021,"lang":"en","type":"review","venue":"Pest Management Science","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Biotechnology and Biological Sciences Research Council; Wellcome Trust","keywords":"Bacteriocin; Antibiotic resistance; Antimicrobial; Biotechnology; Biology; Pathogen; Antibiotics; Harm; Human pathogen; Disease control; Bacterial protein; Microbiology; Bacteria; Political science; 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":[0.002000423,0.0007657898,0.00156029,0.002203391,0.0003873908,0.001781544,0.001366002,0.002057759,0.004071265],"category_scores_gemma":[0.002191966,0.0003547379,0.0007243469,0.001784527,0.0009063157,0.002512474,0.00109356,0.002874001,0.002494757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008801025,"about_ca_system_score_gemma":0.001861586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424025,"about_ca_topic_score_gemma":0.001887002,"domain_scores_codex":[0.9990748,0.000208656,0.0001097095,0.0001350847,0.0003865725,0.00008517135],"domain_scores_gemma":[0.9983112,0.0009360719,0.0001670944,0.00006978872,0.0004315034,0.00008440167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007821285,0.0001008504,0.0001284833,0.03120478,0.00009647117,0.0001982509,0.0001330577,0.0005967495,0.005053853,0.01100571,0.0244011,0.9270026],"study_design_scores_gemma":[0.000009139409,0.0001025392,0.0003699431,0.005708489,0.00006902208,0.0004276808,0.00008537269,0.00007938122,0.0009061095,0.002812166,0.9894146,0.00001547623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001411046,0.9980714,0.0001467105,0.0005632504,0.0001364675,0.000003335122,0.00001312968,0.000007321761,0.0009172452],"genre_scores_gemma":[0.001078703,0.997633,0.0002977044,0.0003364693,0.0001290902,0.000007291167,0.00001902647,0.000002853373,0.0004958873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004071265,"threshold_uncertainty_score":0.01361972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243028478253456,"score_gpt":0.3137552857388942,"score_spread":0.1894524379135486,"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."}}