{"id":"W2091662953","doi":"10.3389/fmicb.2015.00340","title":"Intra-domain phage display (ID-PhD) of peptides and protein mini-domains censored from canonical pIII phage display","year":2015,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Glycomics Centre; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Phage display; Phagemid; Biology; Bacteriophage; Protease; Restriction enzyme; Peptide sequence; Genetics; Computational biology; Molecular biology; Gene; Enzyme; Biochemistry; Antibody; Escherichia coli","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001324413,0.0003223105,0.0002055279,0.0001441765,0.000106138,0.0003189459,0.0002960248,0.0002770736,0.0008010612],"category_scores_gemma":[0.00009744443,0.0001169312,0.0002161076,0.0001391357,0.0001278151,0.0001914297,0.0003270339,0.0006683265,0.0004227929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419762,"about_ca_system_score_gemma":0.00007864821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008563346,"about_ca_topic_score_gemma":0.0001619869,"domain_scores_codex":[0.9998777,0.00001405442,0.000007109365,0.00002930188,0.00004882699,0.00002291178],"domain_scores_gemma":[0.9999388,0.00001020119,0.00001296598,0.00001019837,0.000007236606,0.00002046733],"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":[0.00002872444,0.000009768302,0.0001639981,0.00002179951,0.000003184052,0.00004669877,0.000007849298,0.00003891416,0.997916,0.00008731771,0.00002232075,0.001653395],"study_design_scores_gemma":[0.000003435091,0.0001367399,0.00145415,0.000002235226,0.000008639136,0.0007465485,0.0000100668,0.0006727333,0.9938843,0.00004078429,0.00303597,0.000004303583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397246,0.001508569,0.05484577,0.00009649054,0.00005122639,0.00007695949,0.0002997051,0.0001943279,0.00320248],"genre_scores_gemma":[0.9673552,0.0008866935,0.02540599,0.00008946418,0.00001893374,0.00004928192,0.0009507427,0.00004521656,0.005198677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008010612,"threshold_uncertainty_score":0.002679825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770881457218363,"score_gpt":0.2775433072758778,"score_spread":0.2598344927036941,"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."}}