{"id":"W3049349282","doi":"10.17705/1cais.04837","title":"Exploring the Scientific Impact of Information Systems Design Science Research","year":2021,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Novelty; Transparency (behavior); Affect (linguistics); Design science research; Field (mathematics); Data science; Design science; Work (physics); Position (finance); Engineering ethics; Focus (optics); Computer science; Sociology; Knowledge management; Information system; Psychology; Political science; Engineering; Social psychology; Business; Law","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1005793,0.000962943,0.001307734,0.05944651,0.004173644,0.02903095,0.001970778,0.002136558,0.006542193],"category_scores_gemma":[0.3649187,0.0005508239,0.001610812,0.09989979,0.006188123,0.01785878,0.00835229,0.003064523,0.0009697561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081578,"about_ca_system_score_gemma":0.01207667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005318336,"about_ca_topic_score_gemma":0.004800627,"domain_scores_codex":[0.9327634,0.02894323,0.005621847,0.002983313,0.02674592,0.002942237],"domain_scores_gemma":[0.3503997,0.5466363,0.0482467,0.01392837,0.03504753,0.005741349],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002426132,0.0004183765,0.660898,0.003371126,0.001186095,0.0008408835,0.02484199,0.007382031,0.001055059,0.1294925,0.006214755,0.1640566],"study_design_scores_gemma":[0.000138828,0.0005820413,0.6223415,0.004069502,0.001041714,0.0008980157,0.05740093,0.02502582,0.004010175,0.2143315,0.06991163,0.0002483594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241547,0.01245924,0.01451826,0.03332312,0.0006200864,0.0004060759,0.002223636,0.0001202099,0.1121745],"genre_scores_gemma":[0.9906667,0.003507827,0.003005502,0.0005329924,0.0004261984,0.0001237786,0.0006775709,0.00004044533,0.001018899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9405535,"threshold_uncertainty_score":0.5319208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3487169636120331,"score_gpt":0.4559721160011956,"score_spread":0.1072551523891626,"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."}}