{"id":"W4213306376","doi":"10.55251/jmbfs.5478","title":"IN VITRO EFFECT OF NEWLY BACTERIOPHAGES ISOLATES AGAINST ESCHERICHIA COLI SEROGROUPS COLLECTED FROM THE LOCAL HOSPITAL LABORATORY; THEIR SPECIFIC CHARACTERIZATION AND IDENTIFICATION","year":2022,"lang":"en","type":"article","venue":"Journal of Microbiology Biotechnology and Food Sciences","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Basrah; University of Guelph","keywords":"Lytic cycle; Escherichia coli; Microbiology; Myoviridae; Bacteriophage; Biology; EcoRI; Lysis; Bacteria; Virology; Restriction enzyme; DNA; Molecular biology; Virus; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002558654,0.0003248271,0.000299035,0.0001998202,0.0001215791,0.0003102624,0.0001249034,0.0002328488,0.0004677637],"category_scores_gemma":[0.000430268,0.0000869313,0.0002830547,0.0001435214,0.0001429088,0.0001606349,0.0002579353,0.0002919181,0.0001825811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000078285,"about_ca_system_score_gemma":0.000138254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004022841,"about_ca_topic_score_gemma":0.0006360457,"domain_scores_codex":[0.9997157,0.00007103256,0.00003160865,0.00006153262,0.00007040461,0.00004961914],"domain_scores_gemma":[0.9995936,0.0001206379,0.00007067374,0.00004693179,0.00009453784,0.00007371256],"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":[0.0001062743,0.00004494087,0.003045538,0.00005483423,0.000008781621,0.00003481363,0.00004982581,0.00004566826,0.9954816,0.000006096527,0.00001062008,0.001111005],"study_design_scores_gemma":[0.00001488732,0.00200925,0.05923449,0.00001938117,0.00005004686,0.0005312051,0.0002450688,0.0005183719,0.9360996,0.00001975939,0.001246659,0.00001126094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987748,0.0003130091,0.0006410948,0.000010017,0.000008692392,0.00001279388,0.00006599779,0.000007525264,0.0001659217],"genre_scores_gemma":[0.9946235,0.0003417388,0.003221672,0.00004487627,0.00001601836,0.00002925384,0.0007889962,0.00001476631,0.000919162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004677637,"threshold_uncertainty_score":0.00156486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003783379270799625,"score_gpt":0.1883643600393678,"score_spread":0.1845809807685681,"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."}}