{"id":"W1979565486","doi":"10.1007/s10796-008-9082-7","title":"Decision models for information systems management","year":2008,"lang":"en","type":"article","venue":"Information Systems Frontiers","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Information system; Knowledge management; Data science; Process management; Business","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":[0.005533601,0.001955588,0.002977087,0.001981827,0.001143466,0.00504557,0.00233612,0.002558338,0.009990086],"category_scores_gemma":[0.01919231,0.001000531,0.001747857,0.003359122,0.002025376,0.007529999,0.001738302,0.004151457,0.001765216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003093731,"about_ca_system_score_gemma":0.002731067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009383433,"about_ca_topic_score_gemma":0.00645746,"domain_scores_codex":[0.9957725,0.002619229,0.0002441063,0.0004147404,0.0007410923,0.0002083578],"domain_scores_gemma":[0.9892645,0.008894824,0.0004083472,0.000516073,0.0006796077,0.0002365994],"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":[0.00005471407,0.000105824,0.0004059319,0.0002362144,0.0001478351,0.00006573356,0.0001093106,0.2042475,0.00009785944,0.7317546,0.01010504,0.05266944],"study_design_scores_gemma":[0.00001721123,0.00001138811,0.00005149636,0.00003212857,0.0000257253,0.00001178862,0.00003029152,0.3187741,0.00004276497,0.6750672,0.005925359,0.00001050373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00469405,0.005667503,0.9676561,0.005554595,0.0006834269,0.0001138829,0.0007974552,0.0004963992,0.01433654],"genre_scores_gemma":[0.5011305,0.01095019,0.4589546,0.001865897,0.001990692,0.0008370306,0.002489358,0.0003024804,0.02147939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009990086,"threshold_uncertainty_score":0.03342021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757998226123765,"score_gpt":0.2436019672303021,"score_spread":0.1960219849690644,"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."}}