{"id":"W4306763750","doi":"10.1145/3551660.3560907","title":"Comparative QoE Study of VoD and Passive Gaming Videos using Cross-Correlated QoS Metrics","year":2022,"lang":"en","type":"article","venue":"","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Quality of experience; Computer science; Video on demand; Multimedia; Video streaming; Video game; Quality of service; Video quality; Computer network; Metric (unit); Engineering","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":[0.0004210194,0.0001283281,0.0002974649,0.0002372987,0.0003978915,0.0001693797,0.0004519957,0.00002139333,0.0000475575],"category_scores_gemma":[0.00003519802,0.0001209176,0.00003787044,0.001140218,0.00004587602,0.000531443,0.001043116,0.0002098986,0.000001928073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009875501,"about_ca_system_score_gemma":0.00008612826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005079287,"about_ca_topic_score_gemma":0.00001877813,"domain_scores_codex":[0.998237,0.0002859256,0.0003864312,0.0003698231,0.0005151329,0.0002056651],"domain_scores_gemma":[0.9989157,0.0002814071,0.0002256804,0.0003539555,0.0001678167,0.00005538557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003400601,0.01805797,0.2591258,0.0003122484,0.002311046,0.0009873268,0.3938321,0.1607789,0.02986857,0.07053666,0.005021073,0.05882826],"study_design_scores_gemma":[0.00244844,0.001535308,0.02650248,0.00001328792,0.00005901093,0.00003909562,0.02922143,0.9287368,0.01020723,0.0004339446,0.0003597163,0.0004432804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.754594,0.00006224813,0.2441304,0.00004029733,0.0002430405,0.0003300127,0.000002493652,0.00004520386,0.0005522551],"genre_scores_gemma":[0.9918125,0.000001184168,0.007845953,0.0001480507,0.00001508986,0.00001849618,0.000001140971,0.000005101638,0.0001524877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7679579,"threshold_uncertainty_score":0.4930876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0948658719179037,"score_gpt":0.3969106312138523,"score_spread":0.3020447592959486,"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."}}