{"id":"W4413838784","doi":"10.24908/iqurcp19862","title":"Design and synthesis of a bifunctional inhibitor to prevent infection by Vibrio cholerae","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Vibrio cholerae; Bifunctional; Microbiology; Cholera; Biology; Bacteria; Genetics; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001919213,0.0005696874,0.0004974325,0.0002723685,0.0001877378,0.0003187623,0.0005657193,0.0005271409,0.000917234],"category_scores_gemma":[0.0001328917,0.0002726486,0.0003480741,0.0002199834,0.0001524498,0.0002450263,0.0002130013,0.0005732307,0.0006540252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005106306,"about_ca_system_score_gemma":0.0002815663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009656353,"about_ca_topic_score_gemma":0.001155906,"domain_scores_codex":[0.9998599,0.00001108962,0.00001060149,0.00003791704,0.00003637728,0.00004409075],"domain_scores_gemma":[0.9999352,0.000006570801,0.00001425738,0.000003551279,0.0000160615,0.00002432569],"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":[0.00008490627,0.00007120924,0.00007519968,0.0002096366,0.00001869996,0.00007471132,0.00002181572,0.0007902825,0.9925699,0.0004338286,0.0003049971,0.005344783],"study_design_scores_gemma":[0.00007823032,0.0008151145,0.0006150616,0.00002702967,0.00004432013,0.0002361614,0.00001759497,0.005339476,0.9738207,0.00005633461,0.01892002,0.00003000429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674257,0.01803222,0.09592699,0.0006185914,0.0003519133,0.0008534259,0.001670121,0.0009379536,0.01418304],"genre_scores_gemma":[0.9445539,0.006611071,0.03934338,0.0002479764,0.00003876189,0.0003605856,0.001237225,0.00006602202,0.00754126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009656353,"threshold_uncertainty_score":0.003704906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444071432681473,"score_gpt":0.3488507022974321,"score_spread":0.3044435590292848,"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."}}