{"id":"W2151432319","doi":"10.1109/vetecf.2002.1040711","title":"Image transcoding proxy for mobile Internet access","year":2003,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Transcoding; Computer science; Mobile device; Wireless; Bandwidth (computing); Proxy (statistics); Server; Mobile computing; Software deployment; The Internet; Computer network; Cache; Telecommunications; World Wide Web; Operating system","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":[0.0001760415,0.00006984544,0.00007813456,0.0000421179,0.00004422125,0.0003098564,0.0005413393,0.00002076364,0.00003378217],"category_scores_gemma":[0.00001725237,0.0000582611,0.00007372212,0.00008817063,0.00001089351,0.0005808872,0.00003997086,0.00003512787,0.00001803918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376999,"about_ca_system_score_gemma":0.00002096293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003013561,"about_ca_topic_score_gemma":0.000005538016,"domain_scores_codex":[0.9994081,0.00002082302,0.0001055277,0.0002224861,0.00007741394,0.0001656886],"domain_scores_gemma":[0.999641,0.00004983149,0.00002033206,0.0002076258,0.00003996761,0.00004121743],"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":[0.00004270561,0.0004647092,0.002623646,0.0001848914,0.0001073494,0.00003038739,0.00285555,0.000153826,0.0734524,0.7760046,0.03564855,0.1084314],"study_design_scores_gemma":[0.002275792,0.0005104348,0.0001943372,0.00008140143,0.00002494031,0.00006101989,0.0002106119,0.7279673,0.1612034,0.01060222,0.09596755,0.0009010046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0349623,0.00004927639,0.9500399,0.0001271016,0.0002662697,0.0002590753,9.002912e-7,0.0001563962,0.01413883],"genre_scores_gemma":[0.9738956,0.000003355668,0.02232734,0.0003486466,0.00001856406,0.00009240465,7.55316e-7,0.000005294025,0.003308036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9389333,"threshold_uncertainty_score":0.2987952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078673726595693,"score_gpt":0.2860740582747155,"score_spread":0.2552873210087586,"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."}}