{"id":"W3003403028","doi":"10.3390/v12020150","title":"Genomic Characterization, Formulation and Efficacy in Planta of a Siphoviridae and Podoviridae Protection Cocktail against the Bacterial Plant Pathogens Pectobacterium spp.","year":2020,"lang":"en","type":"article","venue":"Viruses","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agri-Food and Biosciences Institute; Queen's University Belfast; Queen's University; Department of Agriculture, Environment and Rural Affairs, UK Government","keywords":"Siphoviridae; Podoviridae; Biology; Phage therapy; Microbiology; Population; Biotechnology; Bacteriophage; Genetics; Medicine; Environmental health; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007927895,0.0001293632,0.0001516856,0.00003292126,0.0001101414,0.00006016135,0.00008087977,0.00005610877,0.0002219328],"category_scores_gemma":[0.00003567864,0.0001021903,0.00002410756,0.0001304006,0.00008740386,0.0003169956,0.0001299608,0.0001079613,0.00003326921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004005685,"about_ca_system_score_gemma":0.000009883081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003567105,"about_ca_topic_score_gemma":0.000243981,"domain_scores_codex":[0.9992226,0.00006212974,0.0002656656,0.0002365441,0.00006979558,0.0001432677],"domain_scores_gemma":[0.9996482,0.00003744089,0.0001455116,0.0001037755,0.000006098175,0.0000589754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002051326,0.00004262241,0.0091453,0.00001403404,0.00000745729,0.000002304553,0.0008102541,0.00002457294,0.9870051,0.000005969071,0.00002928978,0.002707971],"study_design_scores_gemma":[0.0004964725,0.00009135548,0.9468028,0.00002214807,0.00001347682,0.0000171462,0.00005679634,0.0004533567,0.04392021,0.000002305243,0.008005071,0.0001188994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985811,0.00001311138,0.00006061598,0.0004074821,0.00009503972,0.0004577122,0.0003039355,0.0000220322,0.00005897654],"genre_scores_gemma":[0.9991438,0.0001267651,0.00004099204,0.0004941554,0.00008197158,0.00001604978,0.00007449136,0.00001393215,0.000007840606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9430849,"threshold_uncertainty_score":0.41672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192264268708916,"score_gpt":0.2149414698013931,"score_spread":0.193018827114304,"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."}}