{"id":"W118877752","doi":"","title":"CCNP ONT Official Exam Certification Guide","year":2007,"lang":"en","type":"book","venue":"Virtual Defense Library (Ministerio de Defensa)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Study guide; Computer science; World Wide Web; Multimedia; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002690512,0.0009247683,0.0007245457,0.00211751,0.001842314,0.005057536,0.001951543,0.002124378,0.5791232],"category_scores_gemma":[0.01518682,0.0006456616,0.0005274717,0.001399803,0.0005183704,0.002649036,0.002686916,0.002348494,0.4534019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309981,"about_ca_system_score_gemma":0.009382595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008910933,"about_ca_topic_score_gemma":0.02198334,"domain_scores_codex":[0.9953305,0.0004000175,0.0002255356,0.0002958585,0.003372162,0.0003760176],"domain_scores_gemma":[0.9793143,0.00111229,0.000441635,0.0009357196,0.0161112,0.002084967],"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":[0.00002675641,0.00007212637,0.0001332424,0.00007900612,7.960359e-7,0.00004617074,0.00005154108,0.00009421839,0.000473146,0.001630389,0.9431128,0.05427988],"study_design_scores_gemma":[0.000008598009,0.00004149212,0.0005492329,0.00006900513,8.752422e-7,0.00006803151,0.00008841686,0.0001761137,0.0002824382,0.0004653742,0.9982427,0.000007710764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002489851,0.000513091,0.01427727,0.00386092,0.003778068,0.002208036,0.007888954,0.009064575,0.9559192],"genre_scores_gemma":[0.007524,0.0007655756,0.009900545,0.001654933,0.0004389948,0.001306355,0.009629861,0.002520246,0.9662595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5791232,"threshold_uncertainty_score":0.6003296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154875979905664,"score_gpt":0.246051104579463,"score_spread":0.2245023447804064,"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."}}