{"id":"W2297908423","doi":"","title":"Participatory Design and Traditional Systems Development - A Fusion Approach","year":2006,"lang":"en","type":"article","venue":"Participatory Design Conference","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory design; Citizen journalism; Key (lock); Process management; Process (computing); Computer science; Participatory planning; Systems engineering; Engineering management; Engineering; Knowledge management; Operations management; Civil engineering; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003223227,0.0001665647,0.0002111185,0.00008823787,0.001014013,0.0002943223,0.0001449362,0.0001009844,0.0002184089],"category_scores_gemma":[0.00005795611,0.0001622763,0.00002098576,0.0001533459,0.0002723439,0.0005442901,0.00002388564,0.00008674167,0.00009021223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486065,"about_ca_system_score_gemma":0.0006663895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004699125,"about_ca_topic_score_gemma":0.00003092349,"domain_scores_codex":[0.99705,0.001052211,0.0005941187,0.0002427827,0.0005769678,0.0004839379],"domain_scores_gemma":[0.9989569,0.0002785535,0.0002227165,0.000130133,0.0002324397,0.0001792477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000961988,0.0001922971,0.001612273,0.0001096802,0.00004300911,0.000004268214,0.05192014,0.003532192,0.001109734,0.9317526,0.006317017,0.003310583],"study_design_scores_gemma":[0.005882245,0.0007647641,0.03305803,0.0004624302,0.0003395109,0.00004428088,0.1362556,0.3297659,0.01108503,0.02335718,0.4549291,0.004055971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07173686,0.0001647591,0.9136959,0.00006562224,0.0003565038,0.001242447,0.00001061076,0.0001475744,0.01257974],"genre_scores_gemma":[0.9915603,0.000009875888,0.007048927,0.0000635964,0.000174704,0.0006852387,0.00003558959,0.00001125206,0.0004104627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9198235,"threshold_uncertainty_score":0.7799073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3549835825968726,"score_gpt":0.346148280151476,"score_spread":0.008835302445396598,"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."}}