{"id":"W2758287817","doi":"","title":"Design of Engineered Bacteria for Regulated Phage Release: Progress Towards Targeted Elimination of Pathogens","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Bacteria; Microbiology; Phage therapy; Bacteriophage; Biology; Engineering; Escherichia coli; 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":[0.000178797,0.0003447296,0.0003027655,0.0001763677,0.000151215,0.0004914274,0.0003100702,0.0003952041,0.0005293932],"category_scores_gemma":[0.0001953025,0.0002246028,0.0003166515,0.0001191533,0.000212637,0.0002596004,0.0002422204,0.0005196718,0.0001691214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171296,"about_ca_system_score_gemma":0.0003180423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000376355,"about_ca_topic_score_gemma":0.0004103641,"domain_scores_codex":[0.9998826,0.0000161453,0.000008569171,0.0000290078,0.0000415394,0.00002220358],"domain_scores_gemma":[0.9999501,0.00001012487,0.00001543204,0.000004013631,0.00001087459,0.000009553712],"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":[0.00005011423,0.00006353825,0.0001110945,0.0001609705,0.000008345858,0.00002737598,0.00002350196,0.002388047,0.9894716,0.0008677947,0.00004730786,0.006780385],"study_design_scores_gemma":[0.00006414547,0.0005857486,0.0006611833,0.00003630619,0.0000289867,0.00009101265,0.00002732044,0.01329787,0.9774333,0.0002394822,0.007519654,0.00001492608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553942,0.006109067,0.1326609,0.0004321226,0.00009796792,0.0002573281,0.0001832395,0.0003424406,0.004522763],"genre_scores_gemma":[0.8981004,0.006237836,0.08882149,0.0001523658,0.00001442286,0.0002298192,0.0002421718,0.0000751789,0.006126296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005293932,"threshold_uncertainty_score":0.003026485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009254822950075944,"score_gpt":0.2287287415677259,"score_spread":0.2194739186176499,"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."}}