{"id":"W1748363735","doi":"10.1007/978-3-642-38827-9_12","title":"Reconciling Theories with Design Choices in Design Science Research","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Design science; Computer science; Design science research; Artifact (error); Popularity; Relevance (law); Transformational leadership; Management science; Research design; Engineering ethics; Rigour; Data science; Knowledge management; Epistemology; Information system; Sociology; Artificial intelligence; Management; Political science; Social science; Engineering","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":[0.07617478,0.00255936,0.002629288,0.007178098,0.003439697,0.01645074,0.005551286,0.006926115,0.007560421],"category_scores_gemma":[0.1240168,0.00356116,0.00197588,0.007234555,0.04160948,0.02988767,0.009419007,0.01196654,0.001302071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007558722,"about_ca_system_score_gemma":0.005798504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008029014,"about_ca_topic_score_gemma":0.001210362,"domain_scores_codex":[0.8593283,0.1166209,0.004775138,0.004194786,0.01356441,0.001516511],"domain_scores_gemma":[0.7041475,0.2677889,0.006311773,0.01611039,0.004488303,0.001153143],"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":[0.00001441626,0.00002384677,0.0001834896,0.0002667267,0.00002875756,0.00002377565,0.001197337,0.001522287,0.00005496295,0.9839916,0.0006564016,0.01203647],"study_design_scores_gemma":[0.0000110807,0.000006817839,0.00002012467,0.0001176818,0.00001252978,0.00001110514,0.0003006343,0.001586886,0.000118676,0.9953982,0.002410246,0.000006010963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01609764,0.007296607,0.8903286,0.03305208,0.0007589583,0.0002575791,0.0001582453,0.0002351029,0.05181512],"genre_scores_gemma":[0.5124153,0.00420926,0.471136,0.003540765,0.0004181842,0.001929657,0.0002573795,0.0003902823,0.005703069],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07617478,"threshold_uncertainty_score":0.4028556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095487452159362,"score_gpt":0.3770545236735321,"score_spread":0.2675057784575959,"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."}}