{"id":"W2904138048","doi":"10.17705/1pais.10101","title":"A Review of Design Science Research in Information Systems: Concept, Process, Outcome, and Evaluation","year":2018,"lang":"en","type":"review","venue":"Pacific Asia journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Relevance (law); Design science research; Field (mathematics); Confusion; Engineering ethics; Design science; Computer science; Process (computing); Management science; Research design; Outcome (game theory); Foundation (evidence); Data science; Information system; Sociology; Knowledge management; Psychology; Social science; Engineering; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02100039,0.001642507,0.003495849,0.01399519,0.001303394,0.005083569,0.001660841,0.003492366,0.004346687],"category_scores_gemma":[0.05756385,0.001029513,0.00199629,0.01817679,0.002628793,0.00609805,0.001745327,0.002819179,0.00132875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007736824,"about_ca_system_score_gemma":0.02059314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005213182,"about_ca_topic_score_gemma":0.009214593,"domain_scores_codex":[0.9778096,0.009770917,0.004310286,0.001107175,0.006643735,0.0003582904],"domain_scores_gemma":[0.903018,0.07799019,0.00406726,0.001554076,0.01265672,0.0007137436],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007998095,0.0001002127,0.0007015435,0.223445,0.000532914,0.0001226988,0.000799716,0.0006925885,0.0006492556,0.02220024,0.02209707,0.7285788],"study_design_scores_gemma":[0.00007356968,0.000386385,0.00389352,0.3117143,0.002156142,0.0008152353,0.001148806,0.0004454242,0.0008655645,0.01619643,0.6621971,0.0001075287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001593843,0.9963691,0.0008385536,0.00100612,0.0002552488,0.00006177527,0.00003573411,0.00000877707,0.001265223],"genre_scores_gemma":[0.002837035,0.9942504,0.001907269,0.0004521155,0.0001440393,0.0001321508,0.00003859204,0.000006074974,0.0002322485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9789996,"threshold_uncertainty_score":0.111062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985840773352485,"score_gpt":0.4952718041563184,"score_spread":0.2966877268210698,"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."}}