{"id":"W7062079771","doi":"","title":"A structural investigation of novel fungal polyglycine hydrolases","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"In silico; Proteases; Docking (animal); Linker; Characterization (materials science); Homology modeling; Cleave; Protein structure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008602242,0.0001930242,0.0003608992,0.0003046121,0.0001227686,0.0000126899,0.0003097731,0.000120554,0.0003853372],"category_scores_gemma":[0.000003565966,0.0002173118,0.0001876027,0.0003050368,0.00007778403,0.0001296647,0.00005743856,0.0003027926,0.000026826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003810387,"about_ca_system_score_gemma":0.000220034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06222926,"about_ca_topic_score_gemma":0.011286,"domain_scores_codex":[0.9989433,0.00003365722,0.0001405458,0.0002644938,0.0003204406,0.0002975572],"domain_scores_gemma":[0.9992045,0.00003478178,0.0002579489,0.0002236973,0.0001836967,0.00009540372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001628773,0.0003327206,0.08520018,0.001851033,0.002119832,0.00002137526,0.1986382,0.0007780239,0.6740098,0.01914347,0.005762477,0.01051416],"study_design_scores_gemma":[0.01098524,0.001568579,0.2602588,0.001312848,0.001039481,0.000003221742,0.4731257,0.02794703,0.216188,0.004997467,0.0003315298,0.002242102],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989164,0.00003345389,0.000009019916,0.000169713,0.0001178669,0.0002155489,0.000159917,0.00002773022,0.0003503657],"genre_scores_gemma":[0.7815251,0.000007110015,0.0001440656,0.000001261552,0.00004414428,4.985276e-7,0.001297558,0.00002363707,0.2169566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4578218,"threshold_uncertainty_score":0.9440154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204143244600091,"score_gpt":0.24487339174144,"score_spread":0.2244590672814309,"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."}}