{"id":"W4312117569","doi":"10.5430/jct.v11n9p72","title":"Multimedia Technologies in Modern Visual Communications and Design Education","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication design; Visual communication; Multimedia; Field (mathematics); Process (computing); Computer science; General partnership; Design education; Information and Communications Technology; Work (physics); Engineering; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524462,0.000307639,0.0001764686,0.002644924,0.001433441,0.005705023,0.0003690144,0.001281564,0.01055663],"category_scores_gemma":[0.003098074,0.0001948534,0.000178087,0.002021188,0.0062273,0.004101649,0.001657366,0.001185823,0.0009149614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542483,"about_ca_system_score_gemma":0.002317662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535522,"about_ca_topic_score_gemma":0.002749064,"domain_scores_codex":[0.9985555,0.0007850426,0.00007943354,0.00009735752,0.0003740301,0.0001086593],"domain_scores_gemma":[0.9982641,0.001182496,0.0001240083,0.0001239436,0.0002094538,0.00009602436],"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":[0.00001991336,0.00004055995,0.0008021973,0.0005700628,0.00000633134,0.0002418221,0.009319515,0.0006301008,0.001236992,0.7647773,0.008001241,0.2143541],"study_design_scores_gemma":[0.00001095098,0.00009439613,0.002914749,0.001612949,0.00001350221,0.0009752564,0.007168292,0.001139937,0.001504912,0.2872713,0.6972587,0.00003509013],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04023636,0.1029021,0.06600775,0.01734386,0.001415843,0.0001252115,0.000088673,0.0002609844,0.7716193],"genre_scores_gemma":[0.7510808,0.07408611,0.04516244,0.003491721,0.001427261,0.0001661425,0.00007096367,0.0001104677,0.1244041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01055663,"threshold_uncertainty_score":0.03531545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168153547739169,"score_gpt":0.3106203841141226,"score_spread":0.2889388486367309,"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."}}