{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321896,0.0009082478,0.0003863287,0.001292422,0.0004306361,0.001020456,0.0007666879,0.001067604,0.003911508],"category_scores_gemma":[0.0006865499,0.0004338752,0.0004586674,0.001193137,0.0006348572,0.001363736,0.0006398655,0.001815828,0.004435106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005428318,"about_ca_system_score_gemma":0.0004005838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002838587,"about_ca_topic_score_gemma":0.0004119955,"domain_scores_codex":[0.9995978,0.00009193772,0.00003426284,0.00006356981,0.0001610791,0.00005121391],"domain_scores_gemma":[0.9996831,0.00008528776,0.0000564305,0.00004855553,0.00008527442,0.00004123319],"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":[0.0001423286,0.00007956633,0.0002079901,0.0006777407,0.00002902544,0.0001626387,0.00006781049,0.0002004257,0.9137493,0.02233351,0.003337011,0.05901266],"study_design_scores_gemma":[0.00001783061,0.0002577353,0.0008540269,0.0001409265,0.00006009898,0.0009296651,0.00005561332,0.0009451538,0.809194,0.00617758,0.1813389,0.0000284105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1379262,0.2092277,0.5899746,0.006318026,0.004625154,0.0003708122,0.001799638,0.001835386,0.04792251],"genre_scores_gemma":[0.3785234,0.1664326,0.3416822,0.004167249,0.002164083,0.0008271271,0.004873818,0.0005388916,0.1007906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003911508,"threshold_uncertainty_score":0.01308525,"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."}}