{"id":"W4386522992","doi":"10.1007/978-1-0716-3381-6","title":"Phage Display","year":2023,"lang":"en","type":"book","venue":"Methods in molecular biology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; CSL Limited; Universiti Sains Malaysia; University of Waterloo; Memorial Sloan-Kettering Cancer Center; Tel Aviv University; Danmarks Tekniske Universitet; University of Ottawa; Ewha Womans University","keywords":"Phage display; Computer science; Computational biology; Antibody; Biology; 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":[0.0004498524,0.001485388,0.001027648,0.001254704,0.0007429393,0.001621467,0.001363011,0.0009113541,0.07218146],"category_scores_gemma":[0.0003435423,0.0008544877,0.0009370276,0.00116063,0.0003298211,0.0007708843,0.001183771,0.002584857,0.1085403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886338,"about_ca_system_score_gemma":0.0003512311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007915889,"about_ca_topic_score_gemma":0.001338351,"domain_scores_codex":[0.9993685,0.00004625876,0.00002032015,0.0001683722,0.0003011914,0.00009539349],"domain_scores_gemma":[0.9998884,0.00002403822,0.000006263878,0.00003235052,0.0000240013,0.00002486541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002691526,0.000219991,0.000246048,0.0005548062,0.00005052377,0.0001399494,0.000103359,0.0006252269,0.583701,0.01686454,0.1994293,0.1977961],"study_design_scores_gemma":[0.00002498131,0.0001238574,0.0006994577,0.0000455268,0.00002443008,0.0005289531,0.00002117849,0.00129603,0.2221859,0.002721912,0.772288,0.00003985027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02050881,0.01686017,0.3181256,0.001204066,0.002687466,0.0009648103,0.02606036,0.02803285,0.5855558],"genre_scores_gemma":[0.02744621,0.00542594,0.05758274,0.001055185,0.0001787896,0.0005856708,0.02912371,0.002035052,0.8765668],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07218146,"threshold_uncertainty_score":0.2414711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178473056774247,"score_gpt":0.412587288056316,"score_spread":0.3808025574885736,"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."}}