{"id":"W2237832851","doi":"10.3390/v8010017","title":"Development of an Assay for the Identification of Receptor Binding Proteins from Bacteriophages","year":2016,"lang":"en","type":"article","venue":"Viruses","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; University of Alberta","funders":"","keywords":"Bacteriophage; Phage display; Biology; Computational biology; Escherichia coli; Phage typing; Phagemid; Genome; Bacteria; Genetics; Gene; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002021958,0.00005885075,0.00007478595,0.0000167271,0.00009174426,0.00001419758,0.0001673597,0.00002706137,0.001612936],"category_scores_gemma":[0.0000493317,0.00003315596,0.00003065382,0.00005138663,0.00007735551,0.0002893799,0.00005095321,0.00001840914,0.0001451888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004449118,"about_ca_system_score_gemma":0.00001016177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106588,"about_ca_topic_score_gemma":0.0001804435,"domain_scores_codex":[0.9994189,0.00002371728,0.0002747146,0.0001300031,0.00007015296,0.00008256162],"domain_scores_gemma":[0.9994845,0.0001097849,0.0002032041,0.0001713189,0.00001075584,0.00002046021],"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":[0.00001974275,0.00004664814,0.0002399855,0.000003021446,0.00001316668,2.153192e-8,0.0003834456,7.743274e-7,0.9337199,0.000005620602,0.0001099343,0.06545772],"study_design_scores_gemma":[0.00009853196,0.00001800986,0.05668137,0.00002391542,0.000008199034,1.511693e-7,0.00008865345,0.000004689225,0.9028392,0.000008160734,0.0401835,0.00004563032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994036,0.000009391435,0.005157456,0.00007381596,0.0001653644,0.0002613665,0.0002575011,0.00001039461,0.00002877904],"genre_scores_gemma":[0.9881651,0.00001270391,0.01131719,0.00002349603,0.00002843162,0.00006062651,0.0000118085,0.000008838898,0.0003717757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06541209,"threshold_uncertainty_score":0.9992997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037223070280881,"score_gpt":0.2762990031666467,"score_spread":0.2459267724638379,"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."}}