{"id":"W1520637348","doi":"10.1002/9780470986424.ch7","title":"Admission Control Issues","year":2008,"lang":"en","type":"other","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Admission control; Control (management); Computer science; Network packet; Hospital admission; Computer network; Medicine; Artificial intelligence; Internal medicine; Quality of service","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007039715,0.0003720165,0.000479915,0.0001137659,0.00002582177,0.00002084749,0.0002183065,0.000554462,0.01571985],"category_scores_gemma":[0.00001584117,0.0003348104,0.0001203038,0.00008900857,0.00004016974,0.00003585608,0.00002990978,0.0003314539,0.0007958162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006557901,"about_ca_system_score_gemma":0.00001762425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002030619,"about_ca_topic_score_gemma":0.000252655,"domain_scores_codex":[0.9988847,0.0000319357,0.0002166576,0.0002847844,0.000227318,0.0003545905],"domain_scores_gemma":[0.9992517,0.00003193175,0.00004003572,0.0005157114,0.00001670915,0.0001439072],"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":[0.000006258248,0.00002270065,0.00005553548,0.0001215854,0.00007618085,0.00001679566,0.00003535081,0.000270015,0.00001565537,0.0000856382,0.9975483,0.001746005],"study_design_scores_gemma":[0.0005995085,0.00001695187,0.00003663114,0.0001072674,0.00002870471,0.000006849481,0.000004440625,0.005472165,0.00007432586,0.00005206477,0.9932196,0.0003814749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002161622,0.02044316,0.003535677,0.00003896825,0.00179423,0.0004788224,0.00003554891,0.002562522,0.9710895],"genre_scores_gemma":[0.009243704,0.003696689,0.0006721257,0.0001374403,0.002114368,0.00003448864,0.00004072447,0.0008325431,0.9832279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01674647,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005625154794525694,"score_gpt":0.2112238730287505,"score_spread":0.2055987182342248,"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."}}