{"id":"W2056453264","doi":"10.1177/154193120905302406","title":"Beyond User-Centered Design: Applicable Concepts from Complementary Approaches","year":2009,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; User-centered design; Function (biology); Quality function deployment; Knowledge management; Process management; Software deployment; Software engineering; Systems engineering; Engineering management; Human–computer interaction; Engineering; Operations management","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":[0.0372173,0.002671755,0.00242169,0.008759769,0.003547978,0.01910275,0.004465488,0.007385375,0.004838182],"category_scores_gemma":[0.02742043,0.001731294,0.00256366,0.005669806,0.04365326,0.01945714,0.01238354,0.008704453,0.001392173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006782167,"about_ca_system_score_gemma":0.006575058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242347,"about_ca_topic_score_gemma":0.00134639,"domain_scores_codex":[0.9409785,0.04091558,0.00280662,0.00317541,0.0110951,0.001028835],"domain_scores_gemma":[0.9566175,0.03232375,0.00117828,0.005154573,0.003792598,0.0009333329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002690038,0.00007048886,0.0002703282,0.0008950315,0.00004126329,0.00009476416,0.007540375,0.00112823,0.0002707769,0.951398,0.0008958107,0.03736797],"study_design_scores_gemma":[0.0000520274,0.0001640472,0.0002435511,0.0016336,0.00003689481,0.0003760437,0.003538504,0.003568232,0.0006613044,0.9115155,0.07814389,0.00006630872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003605992,0.02009033,0.8991894,0.009484958,0.0007110734,0.0005034088,0.00004849259,0.0002274419,0.06613894],"genre_scores_gemma":[0.2047112,0.02035419,0.7558838,0.00536829,0.0009218038,0.003398023,0.0001147076,0.0002867193,0.008961312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0372173,"threshold_uncertainty_score":0.1968263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06225325294109568,"score_gpt":0.263089522131342,"score_spread":0.2008362691902463,"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."}}