{"id":"W4207050344","doi":"10.3410/f.740176238.793586911","title":"Faculty Opinions recommendation of Mechanistic dissection of increased enzymatic rate in a phase-separated compartment.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"SUMO protein; Substrate (aquarium); Compartment (ship); Biophysics; Enzyme; Chemistry; Cascade; Macromolecule; Phase (matter); Membrane; Chemical physics; Nanotechnology; Chemical engineering; Biochemistry; Materials science; Chromatography; Biology; Organic chemistry; Gene","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":[0.001751756,0.001316267,0.0011191,0.003785954,0.000671433,0.002386021,0.00185797,0.001467258,0.09602843],"category_scores_gemma":[0.01021169,0.0004264553,0.001703456,0.005380891,0.0002911335,0.001448768,0.001608313,0.001438322,0.0590431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517634,"about_ca_system_score_gemma":0.003288289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01340954,"about_ca_topic_score_gemma":0.03218579,"domain_scores_codex":[0.9984165,0.0002821051,0.0001834219,0.0005241237,0.0004029612,0.0001907905],"domain_scores_gemma":[0.9951017,0.001664161,0.0006820256,0.0008385612,0.001226635,0.0004869785],"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":[0.0003823127,0.00005067344,0.007951221,0.006014428,0.0003643297,0.00005476327,0.0000462446,0.0006744685,0.00109419,0.001745673,0.9673473,0.01427454],"study_design_scores_gemma":[0.0002745815,0.00003687349,0.01121171,0.0008491575,0.0001943798,0.00007425429,0.00006464517,0.0005784869,0.001011065,0.001627624,0.9840494,0.00002775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003224997,0.0003076853,0.0001375773,0.0001525398,0.0000421838,0.00002117751,0.9967749,0.0002620497,0.00197936],"genre_scores_gemma":[0.001697261,0.0003584199,0.0007330914,0.0001479692,0.00001572024,0.0000853029,0.9954373,0.00007843257,0.001446481],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09602843,"threshold_uncertainty_score":0.3212471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741398111533523,"score_gpt":0.4012389658871153,"score_spread":0.36382498477178,"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."}}