{"id":"W2142047112","doi":"10.1021/ac400961b","title":"Filter-Based Assay for Escherichia coli in Aqueous Samples Using Bacteriophage-Based Amplification","year":2013,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; University of Alberta","funders":"","keywords":"Escherichia coli; Bacteriophage; Chemistry; Bacteria; Chromatography; Molecular biology; Microbiology; Gene; Biology; Biochemistry","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":[0.0009344572,0.001332359,0.0008306986,0.001240738,0.000318584,0.0008076209,0.0009167172,0.001402973,0.001113434],"category_scores_gemma":[0.00112561,0.0005146234,0.0006247153,0.000721251,0.0004579002,0.0007277101,0.0007164215,0.001210628,0.001317478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041058,"about_ca_system_score_gemma":0.0003229016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004525474,"about_ca_topic_score_gemma":0.000771201,"domain_scores_codex":[0.998238,0.0004177878,0.0001070387,0.0004506941,0.0006649878,0.0001215935],"domain_scores_gemma":[0.9990855,0.0004118715,0.0001720092,0.00007145659,0.000187781,0.00007127324],"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":[0.00003648946,0.00003414917,0.0002455562,0.00008491718,0.00001202078,0.00002110891,0.00003230032,0.00004322672,0.9963377,0.00005659796,0.00003738076,0.003058716],"study_design_scores_gemma":[0.000006257179,0.0002577945,0.0009307117,0.00001914142,0.00001836022,0.0001675319,0.00002641095,0.001497378,0.9955648,0.00005076629,0.001443641,0.00001713893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3086369,0.00448147,0.6790774,0.000269468,0.0002893096,0.0007223747,0.0006491989,0.002239045,0.003634812],"genre_scores_gemma":[0.4450266,0.004430355,0.5372313,0.0003495257,0.00011023,0.0009532069,0.001369953,0.0002309782,0.01029781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001402973,"threshold_uncertainty_score":0.00494194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794795558156609,"score_gpt":0.2658814579573751,"score_spread":0.237933502375809,"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."}}