{"id":"W2497525557","doi":"10.4018/978-1-59904-953-3.ch122","title":"Modular Implementation of an Ontology-Driven Multimedia Content Delivery Application for Mobile Networks","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Modular design; Middleware (distributed applications); World Wide Web; Ontology; Service (business); Event (particle physics); IP Multimedia Subsystem; Computer network; Quality of service; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002010953,0.000214491,0.0003927141,0.00007736616,0.0002642772,0.00001233633,0.0006230304,0.0006960933,0.00004035107],"category_scores_gemma":[0.00002048755,0.0002438412,0.0001668145,0.0000225046,0.0005462117,0.00005656717,0.00009038147,0.0001864496,0.00001200849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838092,"about_ca_system_score_gemma":0.0002871607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003918287,"about_ca_topic_score_gemma":0.02105002,"domain_scores_codex":[0.9985563,0.00006367063,0.0004923995,0.0003490825,0.0002533719,0.0002851369],"domain_scores_gemma":[0.9982532,0.0001026051,0.0005319906,0.000594097,0.0003933258,0.0001247697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003733073,0.00003486147,0.0001371448,0.00001049446,0.00009001347,0.000001418323,0.001059725,0.00006026946,0.0001140804,0.7418223,0.0003557308,0.2562766],"study_design_scores_gemma":[0.005897094,0.001228243,0.001482675,0.0001486639,0.0005341046,0.0000192107,0.005627936,0.03254271,0.0005496717,0.1192684,0.8307689,0.001932415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02452309,0.002686137,0.02427655,0.0005305741,0.001286422,0.0141956,0.001126804,0.0009852517,0.9303896],"genre_scores_gemma":[0.9867969,0.0004191659,0.008083581,0.0002271764,0.000257483,0.0007563547,0.0002509269,0.00003751824,0.003170914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9622738,"threshold_uncertainty_score":0.9968133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568057262196411,"score_gpt":0.3335884609730064,"score_spread":0.2879078883510423,"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."}}