{"id":"W2150430910","doi":"10.1128/aem.02294-09","title":"Oriented Immobilization of Bacteriophages for Biosensor Applications","year":2009,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta; University of Guelph","funders":"Ontario Ministry of Food and Agriculture","keywords":"Bacteriophage; Lytic cycle; Recombinant DNA; Capsid; Phagemid; Escherichia coli; Streptavidin; Myoviridae; Biology; Fusion protein; Bacterial virus; Molecular biology; Chemistry; Microbiology; Gene; Virology; Biochemistry; Virus; Biotin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004039816,0.0001221297,0.0001510791,0.00002474884,0.0001007152,0.000005695482,0.00007408556,0.00008269565,0.0004040231],"category_scores_gemma":[0.000001340635,0.0001146735,0.0000430531,0.00005287086,0.0002227427,0.00005111846,0.0000520301,0.00004683502,0.00005153121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004167578,"about_ca_system_score_gemma":0.000001742684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009071307,"about_ca_topic_score_gemma":0.000003541783,"domain_scores_codex":[0.9993244,0.0000094843,0.0002038133,0.00027344,0.00001790869,0.0001709043],"domain_scores_gemma":[0.999701,0.00002499072,0.00009286996,0.0001370473,0.000001386793,0.00004265682],"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":[0.00002690443,0.000126377,0.0002272538,0.000004144146,0.000007378298,9.488018e-8,0.00006703366,0.000008944029,0.9835972,0.0003185997,0.0001397147,0.01547638],"study_design_scores_gemma":[0.001061065,0.0003675122,0.09252732,0.000006606307,0.00005501792,0.00005786396,0.0002798331,0.0000246214,0.7080492,0.0003422366,0.196886,0.0003427616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942747,0.00005316979,0.003478426,0.0001080459,0.00004549637,0.0006711885,0.0002298265,0.00002168326,0.001117461],"genre_scores_gemma":[0.9963968,0.00008508089,0.002533558,0.000288817,0.00002333164,0.00006110723,0.0003784913,0.000008885568,0.0002238691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.275548,"threshold_uncertainty_score":0.4676249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003519462207987179,"score_gpt":0.1972785818046361,"score_spread":0.193759119596649,"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."}}