{"id":"W2557427659","doi":"10.1093/protein/gzw060","title":"OUP accepted manuscript","year":2016,"lang":"en","type":"article","venue":"Protein Engineering Design and Selection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interface Biologics (Canada)","funders":"Iran National Science Foundation","keywords":"Clostridium perfringens; Immunogenicity; Toxin; Escherichia coli; Biology; Fusion protein; Protein subunit; Microbiology; Recombinant DNA; In vitro; Virology; Bacteria; Gene; Biochemistry; Genetics; Antigen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001298204,0.001166876,0.001049542,0.001718572,0.001810378,0.006257686,0.001749344,0.003158636,0.7772897],"category_scores_gemma":[0.003458501,0.0005952247,0.0008613606,0.001124912,0.0009454618,0.001942571,0.003840484,0.002245881,0.6901251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229354,"about_ca_system_score_gemma":0.001936917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624281,"about_ca_topic_score_gemma":0.002398575,"domain_scores_codex":[0.9986205,0.0001837641,0.00009707432,0.0003851416,0.0004906422,0.0002229287],"domain_scores_gemma":[0.9982857,0.0001689283,0.00009154756,0.000331106,0.0006907444,0.0004319844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007294539,0.0003522502,0.002140471,0.00128556,0.00008050943,0.001322666,0.0002924649,0.0003074469,0.009277712,0.0152048,0.5927507,0.3762559],"study_design_scores_gemma":[0.00002432005,0.00004822779,0.0007153166,0.00008777461,0.000005658651,0.0002446345,0.00005740611,0.00008080171,0.0008036736,0.0007382467,0.997187,0.000006972711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004969474,0.005723022,0.004616608,0.006985169,0.01944158,0.0004339128,0.007924475,0.002869701,0.947036],"genre_scores_gemma":[0.009884715,0.001952633,0.001668844,0.001126041,0.001186906,0.00008331746,0.004466988,0.0006502569,0.9789804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2227103,"threshold_uncertainty_score":0.3176692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549404588315969,"score_gpt":0.252551548040074,"score_spread":0.2270575021569143,"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."}}