{"id":"W2015247078","doi":"10.1109/mmsp.2006.285340","title":"Scalable Video Multicast over MANETs","year":2006,"lang":"en","type":"article","venue":"","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Multicast; Computer network; Scalability; Mobile ad hoc network; Codec; Bandwidth (computing); Scalable Video Coding; Real-time computing; Network packet; Computer hardware","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":[],"consensus_categories":[],"category_scores_codex":[0.0001113168,0.0000988835,0.00009582775,0.00003494032,0.00005921604,0.0001540399,0.0005512913,0.00005053368,0.0004161274],"category_scores_gemma":[0.000004778849,0.00008498115,0.00003816108,0.0002323826,0.00002631101,0.0003543877,0.0002284998,0.000079155,0.0006796698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002593615,"about_ca_system_score_gemma":0.00001539781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358898,"about_ca_topic_score_gemma":0.000110895,"domain_scores_codex":[0.9989876,0.00002188526,0.0001566044,0.0003163373,0.0002044122,0.0003131301],"domain_scores_gemma":[0.9992325,0.0000647441,0.00003073388,0.0005799794,0.00002879259,0.00006319168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004651506,0.0002390231,0.007232847,0.00001158239,0.00001313471,0.0001029568,0.000048399,0.008541705,0.00109916,0.6092026,0.2963205,0.07718345],"study_design_scores_gemma":[0.0004371809,0.0000315751,0.03673555,0.0000099671,0.000002924909,0.00002222665,0.000001680509,0.8787759,0.001832914,0.006399557,0.0754951,0.000255446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01092673,0.00008972064,0.7724316,0.0004169226,0.0003413285,0.0001540937,4.367235e-7,0.0003927132,0.2152465],"genre_scores_gemma":[0.9172248,0.000002262699,0.07115694,0.0006447428,0.0001805538,0.0000135076,0.000001587784,0.000008733583,0.01076691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.906298,"threshold_uncertainty_score":0.8736007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007293541457033475,"score_gpt":0.2189852631194444,"score_spread":0.2116917216624109,"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."}}