{"id":"W4288249869","doi":"10.5281/zenodo.3380348","title":"GAPDH Expression and Purification","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glyceraldehyde 3-phosphate dehydrogenase; Expression (computer science); Chromatography; Chemistry; Computational biology; Computer science; Biology; Biochemistry; Dehydrogenase; Enzyme; Programming language","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":[0.002396559,0.004059162,0.005406674,0.006777485,0.004066369,0.002860944,0.00332034,0.002090007,0.02624265],"category_scores_gemma":[0.002713768,0.001731418,0.002797715,0.00768568,0.001633066,0.001504493,0.002362079,0.005387671,0.04471516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390622,"about_ca_system_score_gemma":0.001693636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161077,"about_ca_topic_score_gemma":0.005935381,"domain_scores_codex":[0.9956136,0.000398929,0.0006326334,0.001402017,0.001113938,0.0008388348],"domain_scores_gemma":[0.9982011,0.0003102883,0.0000998179,0.0004037039,0.000812731,0.000172255],"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":[0.001068438,0.0005959715,0.001287278,0.003943275,0.0002048062,0.001433671,0.0008903175,0.001172063,0.9063236,0.006690867,0.02951951,0.0468702],"study_design_scores_gemma":[0.000301605,0.0009990096,0.006472518,0.0008111139,0.0003845011,0.001973466,0.0005960303,0.005154525,0.3927223,0.004595479,0.5857446,0.000244787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1131042,0.07761397,0.483268,0.006021491,0.01266212,0.01456618,0.1681142,0.02375835,0.1008915],"genre_scores_gemma":[0.09102744,0.03215944,0.2361353,0.002113781,0.002201721,0.01215384,0.4745615,0.005842848,0.1438041],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02624265,"threshold_uncertainty_score":0.08779037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416897908808799,"score_gpt":0.2414988428620586,"score_spread":0.2273298637739706,"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."}}