{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005825709,0.00005365963,0.0001022449,0.0001996811,0.0001719949,0.00009207657,0.0004028897,0.00001624406,4.292592e-7],"category_scores_gemma":[0.0001177317,0.00004494248,0.00001744378,0.00008924424,0.0000357555,0.0005804417,0.0004475621,0.0003792053,2.129524e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002840744,"about_ca_system_score_gemma":0.00006466417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001154046,"about_ca_topic_score_gemma":0.000001595001,"domain_scores_codex":[0.999374,0.0001287176,0.0001910979,0.00007906249,0.0001408222,0.00008625309],"domain_scores_gemma":[0.9995541,0.0001308264,0.0001302658,0.000122667,0.00002511155,0.00003704692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001984086,0.0003540898,0.01023355,0.000004558851,0.000004824307,0.000004422749,0.002144352,0.00002276253,0.000319424,0.008003739,0.0001220871,0.9787842],"study_design_scores_gemma":[0.001176993,0.001472572,0.00839418,0.000199587,0.00002257081,0.001118811,0.02426149,0.8872663,0.0002147266,0.06586255,0.009600689,0.0004095754],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856925,0.003638517,0.1069065,0.002624958,0.0003441325,0.0001296452,4.652406e-7,0.00004921584,0.0006140642],"genre_scores_gemma":[0.9612335,0.00009759914,0.03858836,0.00004497785,0.00001455937,0.000007564057,3.065139e-7,0.000002472027,0.00001065994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9783747,"threshold_uncertainty_score":0.1832701,"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."}}