{"id":"W4206496824","doi":"10.1007/978-1-59745-022-5","title":"Glycomics","year":2009,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University at Buffalo; Centre National de la Recherche Scientifique; Directorate for Biological Sciences; Queen's University; Universität zu Köln; Universiteit Utrecht; University of California, Davis; Macquarie University; University of Galway; National Institute of Advanced Industrial Science and Technology; Kindai University; University of New South Wales; Massachusetts Institute of Technology; Emory University; Leids Universitair Medisch Centrum; Deutsches Krebsforschungszentrum; Universiteit Leiden; Griffith University; Slovenská Akadémia Vied; University of Georgia; Université Lille 1 - Sciences et Technologies; University of Sydney; Johns Hopkins University","keywords":"Glycomics; Computer science; Biology; Molecular biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001336459,0.0003236142,0.0002620296,0.00008562993,0.0001154726,0.00008020933,0.000485615,0.000593509,0.00007626416],"category_scores_gemma":[0.00002674466,0.0003344091,0.0001990605,0.00000541502,0.0001177262,0.00000127565,0.0002256553,0.0003732324,0.00005953483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004328187,"about_ca_system_score_gemma":0.0002551867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001989328,"about_ca_topic_score_gemma":0.00005427739,"domain_scores_codex":[0.9984555,0.00005105729,0.0002755227,0.0005378058,0.0003266174,0.0003535384],"domain_scores_gemma":[0.9987612,0.0000075772,0.0001294515,0.0008294389,0.0001330203,0.0001393057],"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":[0.0001960149,0.00004518239,3.82972e-7,0.0001373802,0.0002005909,0.00005311637,0.000053498,0.00002184543,0.004184817,0.02984081,0.8256652,0.1396012],"study_design_scores_gemma":[0.0004124184,0.0002078607,0.000005590175,0.00004118216,0.00002327811,0.00001063427,0.000001071613,0.00001495436,0.009800535,0.001648804,0.9874786,0.000355039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001040469,0.005203849,0.0001296098,0.00001450579,0.00009083649,0.0005224231,0.00003209609,0.00003842219,0.9938642],"genre_scores_gemma":[0.0008018264,0.0006397633,0.0001648349,0.0003873513,0.0009147744,0.00004028172,0.0005902207,0.0000731733,0.9963878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1618135,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158952867761138,"score_gpt":0.2911952784370888,"score_spread":0.2496057497594774,"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."}}