{"id":"W2000414538","doi":"10.4018/jicte.2010091108","title":"User Interface Design Pedagogy","year":2010,"lang":"en","type":"article","venue":"International Journal of Information and Communication Technology Education","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Strict constructionism; Interface (matter); Human–computer interaction; Computer science; Construct (python library); User interface; Class (philosophy); User experience design; User interface design; Constructionism; Multimedia; Programming language; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007461157,0.00009567355,0.0001140547,0.0007531574,0.0000888337,0.000265873,0.002052773,0.0001500862,0.00003536046],"category_scores_gemma":[0.0004719535,0.00008972028,0.00003857894,0.0002469034,0.0001270427,0.003084242,0.0002478863,0.0005123596,0.0000406861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000518579,"about_ca_system_score_gemma":0.0004196162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001137197,"about_ca_topic_score_gemma":0.000006860598,"domain_scores_codex":[0.9989133,0.00007385486,0.0006024269,0.00007701016,0.0002416404,0.00009170503],"domain_scores_gemma":[0.9971218,0.0001201237,0.0006222365,0.0004939967,0.001585252,0.00005660471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000391965,0.0001971047,0.00152277,0.0000052372,0.00005696737,3.201172e-7,0.002480654,0.0000660533,0.003015837,0.3429227,0.003685771,0.6460074],"study_design_scores_gemma":[0.001664682,0.0004505235,0.008240963,0.0001675434,0.00003249619,0.001934308,0.004822165,0.0117804,0.08125526,0.185191,0.7039104,0.0005502565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08966922,0.0002528357,0.8743761,0.03291527,0.001659535,0.0001328597,0.000001027817,0.00008558152,0.000907564],"genre_scores_gemma":[0.8162619,0.0003111789,0.1827772,0.0005396352,0.00003200474,0.00001158269,0.000003277801,0.000003000313,0.00006020609],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7265927,"threshold_uncertainty_score":0.3814598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187205773144641,"score_gpt":0.3160663842611432,"score_spread":0.3041943265296968,"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."}}