{"id":"W1972421518","doi":"10.1007/s11276-014-0774-2","title":"Bandwidth-aware routing and admission control for efficient video streaming over MANETs","year":2014,"lang":"en","type":"article","venue":"Wireless Networks","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Computer network; Bandwidth (computing); Quality of service; Admission control; Backup; Multipath routing; Handover; Video quality; Real-time computing; Distributed computing; Routing (electronic design automation); Routing protocol; Dynamic Source Routing","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"],"consensus_categories":[],"category_scores_codex":[0.0007412366,0.0002981618,0.0003929372,0.0000603917,0.0003644969,0.0002807587,0.0005842885,0.0002143098,0.00001019224],"category_scores_gemma":[0.00004728533,0.0002710198,0.00009843744,0.0002178975,0.00005297911,0.0001847472,0.0002723918,0.0002700267,0.000003365953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000526751,"about_ca_system_score_gemma":0.0000300717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001971286,"about_ca_topic_score_gemma":0.00001794907,"domain_scores_codex":[0.9976948,0.0001407633,0.0003931452,0.0007588427,0.0002746893,0.0007377331],"domain_scores_gemma":[0.9978703,0.0008901474,0.0002185013,0.0006520072,0.00008160603,0.0002874804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006601487,0.00007000808,0.00322671,0.00004974162,0.00003919769,0.0000095955,0.0002206006,0.4108481,0.0001119175,0.02426861,0.002083517,0.559006],"study_design_scores_gemma":[0.001710096,0.000112868,0.003335731,0.0002032184,0.00001972512,0.00001138809,0.000009587842,0.9916156,0.00004615994,0.0002266989,0.002385881,0.0003230612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05629212,0.0003499275,0.9414923,0.000184414,0.0006655693,0.0005827958,0.000002356573,0.0002286798,0.0002018378],"genre_scores_gemma":[0.9958189,0.00002306144,0.002661282,0.0005723429,0.0007069766,0.00008970674,0.000009081989,0.00003700576,0.00008163452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9395268,"threshold_uncertainty_score":0.9999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00611654782247942,"score_gpt":0.2207886688417067,"score_spread":0.2146721210192273,"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."}}