{"id":"W2883002883","doi":"10.2174/1570164615666180717154521","title":"Molecular Tags for Proteins and Their Biological Applications","year":2018,"lang":"en","type":"article","venue":"Current Proteomics","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Biochemistry; Computational biology; Amino acid; Glycoprotein; Biology; Membrane protein; Chemistry; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001239275,0.0001089784,0.0001553858,0.00004206612,0.000128234,0.00001744052,0.00008235499,0.00005905794,0.00002066469],"category_scores_gemma":[0.00005540077,0.00006907727,0.00006503974,0.00008234025,0.0002762753,0.00002207278,0.00007870464,0.0001356188,0.00002773891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001749013,"about_ca_system_score_gemma":0.00006325171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003296011,"about_ca_topic_score_gemma":7.734723e-7,"domain_scores_codex":[0.9993169,0.0000160233,0.0001331485,0.0002358758,0.00007700125,0.0002210774],"domain_scores_gemma":[0.999497,0.00003166363,0.00003291712,0.0001565484,0.0001485868,0.0001332679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009679152,0.0005686269,0.00839891,0.0006927658,0.0001001985,0.000002497352,0.0002830823,3.516497e-7,0.5894588,0.04320964,0.001173326,0.3551439],"study_design_scores_gemma":[0.001164941,0.001351942,0.002967516,0.0001006414,0.00002107874,0.00004596411,0.00004133425,0.001441959,0.2878495,0.01152661,0.6932505,0.0002379937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896933,0.001809188,0.09412894,0.002033822,0.00006174032,0.00437335,0.00008743372,0.00004465115,0.0005279045],"genre_scores_gemma":[0.9747945,0.0004899164,0.01997397,0.0002923284,0.00103877,0.00293761,0.0001344808,0.00002367781,0.0003147513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6920772,"threshold_uncertainty_score":0.281689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06763892146675124,"score_gpt":0.3664228342764813,"score_spread":0.29878391280973,"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."}}