{"id":"W4309612203","doi":"10.37256/ccds.4120231959","title":"The Role of Different Types of Management Information System Applications in Business Development: Concepts, and Limitations","year":2022,"lang":"en","type":"article","venue":"Cloud Computing and Data Science","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Information system; Computer science; Knowledge management; Executive information system; Management information systems; Process management; Restructuring; Competitor analysis; Plan (archaeology); Risk analysis (engineering); 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":[0.01732305,0.0007874393,0.0007718031,0.00691184,0.002704259,0.02182462,0.003966921,0.00363702,0.003987696],"category_scores_gemma":[0.0302945,0.0006894962,0.0008359238,0.009074123,0.006482982,0.02561235,0.005596189,0.004369402,0.001528859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006468324,"about_ca_system_score_gemma":0.005989291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003791613,"about_ca_topic_score_gemma":0.002315896,"domain_scores_codex":[0.9804686,0.01019329,0.001453036,0.001338272,0.00543652,0.001110286],"domain_scores_gemma":[0.9483051,0.03288949,0.002746277,0.004546727,0.00940169,0.002110864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009624031,0.0001453372,0.01517131,0.002605846,0.00007946624,0.0002197216,0.002901228,0.00284372,0.001251193,0.5383816,0.01190574,0.4243985],"study_design_scores_gemma":[0.00003847129,0.0003658133,0.01688376,0.008570467,0.0001479834,0.001776088,0.01313593,0.02311479,0.003832709,0.3564436,0.5754741,0.0002162136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0819567,0.2372295,0.130958,0.1667693,0.002608413,0.0007218052,0.0006476258,0.0008076038,0.3783011],"genre_scores_gemma":[0.7273104,0.1178927,0.1293192,0.007663765,0.003086453,0.000828847,0.0004075961,0.0001928573,0.01329822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02182462,"threshold_uncertainty_score":0.09161413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547145152711401,"score_gpt":0.2296677464833953,"score_spread":0.2141962949562813,"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."}}