{"id":"W2607309088","doi":"10.5430/ijhe.v6n2p188","title":"New Perspective on Visual Communication Design Education: An Empirical Study of Applying Narrative Theory to Graphic Design Courses","year":2017,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Narrative; Visual communication; Communication design; Creativity; Perspective (graphical); Storytelling; Semiotics; Graphic design; Computer science; Design education; Nonverbal communication; Psychology; Multimedia; Human–computer interaction; Mathematics education; Cognitive science; Communication; Linguistics; Visual arts; Social psychology; Artificial intelligence","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":[0.0006793287,0.0001563932,0.0002074138,0.0003371628,0.0005171776,0.0003831387,0.0008517789,0.00004000979,0.0007379843],"category_scores_gemma":[0.0001396979,0.0001264318,0.00008062096,0.0000367694,0.0001238944,0.0008772557,0.00004675003,0.0002126721,0.00001714616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794834,"about_ca_system_score_gemma":0.0007057641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659742,"about_ca_topic_score_gemma":0.00006185075,"domain_scores_codex":[0.9982873,0.0005296139,0.0004189099,0.0001688844,0.0004965629,0.00009869509],"domain_scores_gemma":[0.9965994,0.0002080007,0.0007825472,0.0003011295,0.001980492,0.0001284197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001435454,0.006798354,0.0009275406,0.000004179829,0.0004427877,0.000002355924,0.460755,0.0002687466,0.0003338938,0.480296,0.02608181,0.02265385],"study_design_scores_gemma":[0.00164842,0.006550781,0.02937826,0.0005517188,0.0002420271,0.00002999462,0.7033318,0.00001831272,0.001217767,0.2199623,0.03656255,0.0005061139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475109,0.0008691851,0.005844587,0.01149438,0.009776792,0.001568658,0.000006638242,0.00004002533,0.02288882],"genre_scores_gemma":[0.9911478,0.00001086721,0.001222164,0.0007051128,0.0022428,0.0000422337,0.000005360505,0.00001826756,0.004605415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2603337,"threshold_uncertainty_score":0.8080411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09650366035592038,"score_gpt":0.4404863409237688,"score_spread":0.3439826805678484,"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."}}