{"id":"W1965038890","doi":"10.1002/jmr.904","title":"Phage display screening in low dielectric media","year":2008,"lang":"en","type":"article","venue":"Journal of Molecular Recognition","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"Vetenskapsrådet","keywords":"Phage display; Autolysis (biology); Enzyme; Acetonitrile; Chemistry; Enzyme assay; Molecular biology; Combinatorial chemistry; Biochemistry; Chromatography; Biology; Peptide","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":[],"consensus_categories":[],"category_scores_codex":[0.0003100137,0.00009989619,0.0002695688,0.0004064736,0.00004489827,0.000007732818,0.00006950652,0.00006919885,0.000147538],"category_scores_gemma":[0.0003011867,0.00007852631,0.0001741593,0.0003460908,0.00004155693,0.0001076858,0.00001804001,0.0004704088,0.00003510073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000337225,"about_ca_system_score_gemma":0.00009829036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002044382,"about_ca_topic_score_gemma":0.000005838576,"domain_scores_codex":[0.9986634,0.00008207557,0.0003851931,0.0001010664,0.0005442118,0.0002240964],"domain_scores_gemma":[0.999307,0.00009942769,0.0001430907,0.00006452166,0.0002197977,0.0001662005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005215947,0.001435963,0.05097676,0.0003403514,0.0003960834,0.04944196,0.0009520455,0.00006133766,0.343733,0.00006797204,0.001471134,0.5459074],"study_design_scores_gemma":[0.01102732,0.00257079,0.5743462,0.002575714,0.0002272233,0.0287226,0.0001959178,0.002285113,0.3728387,0.00184478,0.002783137,0.0005824165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944531,0.001310967,0.001771447,0.0006366319,0.00007725111,0.0001030396,0.000003906046,0.000005212406,0.00163847],"genre_scores_gemma":[0.9957491,0.00119176,0.00234041,0.0003362742,0.0002269672,0.000002248682,0.00002548634,0.00001460605,0.0001132049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.545325,"threshold_uncertainty_score":0.320221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376782443629107,"score_gpt":0.2958471190335534,"score_spread":0.2581688746706428,"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."}}