{"id":"W3043699485","doi":"10.1145/3405755.3406159","title":"Whoever Controls the Media, Controls the VUI","year":2020,"lang":"en","type":"article","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Usability; Thematic analysis; Perception; Value (mathematics); Computer science; Mass media; Psychology; Sociology; Advertising; Human–computer interaction; Qualitative research; Business; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004172887,0.0004086648,0.000319186,0.001036042,0.001624608,0.006605688,0.0005284884,0.001309386,0.006625256],"category_scores_gemma":[0.02050163,0.0002295518,0.0002930117,0.000609314,0.00345558,0.005176129,0.001468081,0.001143821,0.001721757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094333,"about_ca_system_score_gemma":0.001267022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715451,"about_ca_topic_score_gemma":0.004444291,"domain_scores_codex":[0.9969063,0.001374827,0.000220594,0.0004113429,0.0006928921,0.0003940777],"domain_scores_gemma":[0.9846421,0.01024414,0.00221223,0.000569213,0.001298978,0.001033275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005002078,0.0002751129,0.1288012,0.00323177,0.0002528548,0.002361351,0.2734336,0.000250883,0.0133226,0.1133711,0.02501832,0.439181],"study_design_scores_gemma":[0.00009859681,0.0004909768,0.08313071,0.005770157,0.0005763089,0.002895684,0.2930933,0.001402765,0.008347159,0.03765578,0.5663538,0.000184811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4605654,0.01710651,0.01877529,0.03894287,0.002899542,0.000248377,0.0005791542,0.0003348815,0.460548],"genre_scores_gemma":[0.9662647,0.004873273,0.002542261,0.004030687,0.0006454533,0.0001087416,0.00008516795,0.00008875714,0.02136103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006625256,"threshold_uncertainty_score":0.02216375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407412773670657,"score_gpt":0.2466721285049888,"score_spread":0.2225980007682823,"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."}}