{"id":"W3029144676","doi":"10.1007/978-1-0716-0528-8_26","title":"Cystatin Activity–Based Protease Profiling to Select Protease Inhibitors Useful in Plant Protection","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Cystatin; Proteases; Protease; Biotinylation; Biochemistry; Biology; Computational biology; Chemistry; Cystatin C; Enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.0002923428,0.0005834306,0.0004745047,0.0004899636,0.0001781367,0.000603815,0.0003342662,0.0004117372,0.0008397327],"category_scores_gemma":[0.0003166624,0.0002340943,0.0003873613,0.0004357549,0.0001536172,0.0003760427,0.0001721567,0.0008457345,0.0004782259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418613,"about_ca_system_score_gemma":0.0001940649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004990912,"about_ca_topic_score_gemma":0.00134106,"domain_scores_codex":[0.9997399,0.00003703672,0.00002309282,0.00005354825,0.0001099808,0.00003629727],"domain_scores_gemma":[0.9997892,0.00004358634,0.00006661905,0.00002203037,0.00005000921,0.00002849936],"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":[0.00002963423,0.00001610841,0.0001403626,0.00001305247,0.000005758215,0.000008405099,0.000002816424,0.00005429351,0.9986107,0.00001874245,0.00001920351,0.001080939],"study_design_scores_gemma":[0.000003308645,0.00008681839,0.001994549,0.000002219371,0.00002002553,0.0001062068,0.000006257968,0.001200897,0.9956884,0.00001587515,0.0008722375,0.000003203462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9186341,0.004387268,0.07015342,0.0002350705,0.00004678139,0.000330536,0.002248372,0.0003758903,0.003588672],"genre_scores_gemma":[0.9491018,0.002106639,0.04007182,0.0002069039,0.00001818721,0.00009005921,0.003366912,0.00009341359,0.004944236],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0008397327,"threshold_uncertainty_score":0.002809227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678573970070194,"score_gpt":0.3444890760993742,"score_spread":0.3177033363986723,"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."}}