{"id":"W2297543061","doi":"10.14288/1.0071415","title":"The design process : designing information technology for the public sphere","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science; Design technology; Engineering; Systems engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.07553387,0.001542644,0.0008693376,0.004244111,0.009665203,0.01943241,0.002986317,0.004814608,0.004123542],"category_scores_gemma":[0.06921381,0.001764595,0.001616179,0.002963022,0.02292924,0.02232621,0.007880042,0.00547877,0.001564504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008680116,"about_ca_system_score_gemma":0.02347925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257638,"about_ca_topic_score_gemma":0.002643057,"domain_scores_codex":[0.8868329,0.09708996,0.002645123,0.003462922,0.007478407,0.002490733],"domain_scores_gemma":[0.9407076,0.04446834,0.002150767,0.004937218,0.005582162,0.002153978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000111633,0.0004996926,0.005113873,0.001604563,0.00009977652,0.001071163,0.4973936,0.004999435,0.004739405,0.3637722,0.006636865,0.1139578],"study_design_scores_gemma":[0.0002259419,0.0007681731,0.002718551,0.003295148,0.0001742078,0.0009936629,0.2825231,0.01136022,0.00616957,0.215132,0.4764805,0.0001590012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1206234,0.003095017,0.7456318,0.0234847,0.0005465713,0.005847769,0.0001539151,0.000693281,0.09992343],"genre_scores_gemma":[0.5570891,0.001750873,0.4231654,0.001689781,0.0001216872,0.004019444,0.0002453641,0.000462034,0.0114563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9903348,"threshold_uncertainty_score":0.399466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325759793716109,"score_gpt":0.1788148932984137,"score_spread":0.1655572953612527,"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."}}