{"id":"W2437669222","doi":"10.17705/1jais.00427","title":"Information Systems Control: A Review and Framework for Emerging Information Systems Processes","year":2016,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; York University","funders":"","keywords":"Control (management); Information system; Knowledge management; Computer science; Information technology; Command and control; Process management; Data science; Management science; Business; 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":[0.006293441,0.001748291,0.002002231,0.01098543,0.001287239,0.005381969,0.002403635,0.003752109,0.003180958],"category_scores_gemma":[0.01024215,0.0006877374,0.001265394,0.01387269,0.005622166,0.00835811,0.002207639,0.003975654,0.0007839163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005808631,"about_ca_system_score_gemma":0.008198686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006974665,"about_ca_topic_score_gemma":0.005721944,"domain_scores_codex":[0.9964073,0.001117841,0.0006060145,0.0004840955,0.001222744,0.0001619705],"domain_scores_gemma":[0.9849229,0.01148771,0.0009479794,0.0004075739,0.002002056,0.0002317487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003904147,0.0001129553,0.001415319,0.02766087,0.0001836152,0.0002885715,0.001835036,0.002547491,0.0004119696,0.3211043,0.01854791,0.6258529],"study_design_scores_gemma":[0.00001703624,0.0001364504,0.003167022,0.03328587,0.0002284527,0.0009193221,0.001422161,0.002031385,0.0004455462,0.1338573,0.8243617,0.0001277036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002497036,0.9908739,0.003194835,0.00247307,0.000275113,0.00002241891,0.00001988385,0.00001450651,0.002876585],"genre_scores_gemma":[0.008529466,0.9874055,0.002209747,0.0007200162,0.0006334968,0.00006147636,0.00003108008,0.000007517369,0.0004017721],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01098543,"threshold_uncertainty_score":0.04214478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568719352072652,"score_gpt":0.2676004920221549,"score_spread":0.2519132985014284,"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."}}