{"id":"W2166002893","doi":"10.1093/nar/gks632","title":"A decade of web server updates at the bioinformatics links directory: 2003-2012","year":2012,"lang":"en","type":"article","venue":"Nucleic Acids Research","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Directory; World Wide Web; Web server; Biology; Computer science; Resource (disambiguation); Bioinformatics; Database; The Internet","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008019892,0.001397105,0.001479239,0.007760999,0.002503969,0.008362407,0.001918626,0.002415227,0.07068231],"category_scores_gemma":[0.0238979,0.001302363,0.0007607155,0.01174762,0.0007476164,0.007606423,0.003610849,0.006282056,0.1505963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369494,"about_ca_system_score_gemma":0.004016894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008639088,"about_ca_topic_score_gemma":0.01686322,"domain_scores_codex":[0.9938398,0.0006889016,0.000593083,0.0005481319,0.003861713,0.0004684579],"domain_scores_gemma":[0.9740969,0.003043881,0.00159238,0.002337371,0.01478149,0.004148024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007235418,0.00004744823,0.0002621624,0.0000799656,0.000004965719,0.0000282103,0.00003478329,0.00003630118,0.0003570806,0.0004092164,0.9543152,0.04435243],"study_design_scores_gemma":[0.00001498748,0.00001898658,0.001394186,0.000099399,0.000007248046,0.00008240239,0.00005363943,0.0001819935,0.0006834187,0.0003111807,0.9971195,0.00003300189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01783884,0.03066678,0.05644042,0.09704906,0.1003832,0.001157927,0.217642,0.2057872,0.2730346],"genre_scores_gemma":[0.01576971,0.01783715,0.05558371,0.02911999,0.01495972,0.0007091323,0.4189138,0.03449466,0.4126123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9916376,"threshold_uncertainty_score":0.2364559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861172994403109,"score_gpt":0.3190920282890069,"score_spread":0.2804802983449758,"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."}}