{"id":"W2560692595","doi":"10.1145/2872518.2890461","title":"Workload Study of a Media-Rich Educational Web Site","year":2016,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; World Wide Web; Web site; Workload; Web traffic; The Internet; Multimedia; Implementation; Web navigation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007933231,0.0005044367,0.0005114804,0.001511916,0.0006411282,0.0008802933,0.0008658469,0.000619507,0.0008591707],"category_scores_gemma":[0.004451206,0.0002115333,0.0002481258,0.001238573,0.000314062,0.0008944052,0.0004915267,0.0005198162,0.0003812561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007048163,"about_ca_system_score_gemma":0.0004009219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005307153,"about_ca_topic_score_gemma":0.00492855,"domain_scores_codex":[0.9987572,0.0004482599,0.00009491766,0.0001968222,0.0003575819,0.0001452061],"domain_scores_gemma":[0.9927092,0.003312634,0.0006595044,0.0004878456,0.001914038,0.0009167894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004039622,0.0128922,0.5187206,0.00120467,0.0003952197,0.004011543,0.01019916,0.05614978,0.2429984,0.002344885,0.008292614,0.1387512],"study_design_scores_gemma":[0.0001586,0.005017146,0.5374088,0.00007642459,0.0001925911,0.001761444,0.006701605,0.393391,0.04927238,0.00099858,0.004846432,0.0001749704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997777,0.00002858948,0.001376924,0.00002079211,0.000006872603,0.00005646775,0.0001476929,0.00006903342,0.000516544],"genre_scores_gemma":[0.9975319,0.00003427116,0.001577574,0.00002225119,0.00002398679,0.00003895133,0.0003535656,0.00002709182,0.0003903154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005307153,"threshold_uncertainty_score":0.01055247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744220690705043,"score_gpt":0.2361055437500755,"score_spread":0.2186633368430251,"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."}}