{"id":"W4294689592","doi":"10.23977/acss.2022.060307","title":"Impact of VR virtual reality technology on traditional video advertising production","year":2022,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Advertising; Production (economics); The Internet; Clothing; Computer science; Multimedia; Business; Human–computer interaction; World Wide Web; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001455175,0.00006679289,0.0001293186,0.0001501408,0.00006149126,0.000007344775,0.00005726492,0.00002323148,0.000005455481],"category_scores_gemma":[0.000004134059,0.00006633456,0.00002480476,0.000200727,0.00001960447,0.00008640325,0.0000149289,0.00009720401,4.747722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006997304,"about_ca_system_score_gemma":0.000009171008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001239891,"about_ca_topic_score_gemma":0.000001289721,"domain_scores_codex":[0.9994135,0.00003182342,0.0002249796,0.0001413777,0.0001083692,0.00007996816],"domain_scores_gemma":[0.9997472,0.00005557444,0.00004200883,0.000114233,0.00002336856,0.00001760133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006690636,0.00002981565,0.0005095867,0.00001735629,0.000008821007,3.794745e-7,0.00009568244,0.9664505,0.0008698357,0.001800641,0.00006499114,0.0301457],"study_design_scores_gemma":[0.0001557703,0.0001578384,0.001227248,0.00004465476,0.000002127942,0.00001509875,0.00004102881,0.9959913,0.0001203155,0.001129514,0.001035528,0.00007953755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6270736,0.001513119,0.3702544,0.00003947636,0.0005470331,0.0002263962,0.0000301252,0.0001132172,0.0002026477],"genre_scores_gemma":[0.9995202,0.00005643187,0.000247827,0.00000605897,0.00008574114,0.00005912268,0.00001281553,0.000007304993,0.000004429548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3724467,"threshold_uncertainty_score":0.2705045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306318509714489,"score_gpt":0.2900326681164273,"score_spread":0.2594008171449784,"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."}}