{"id":"W3173988184","doi":"10.29173/irie84","title":"Business Intelligence and Ambient Intelligence - Some thoughts on the main trends of business information processing, their opportunities, problems and limitations.","year":2009,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business intelligence; Data science; Business activity monitoring; Ambient intelligence; Knowledge management; Computer science; Intelligence cycle; Management science; Business; Military intelligence; Business process; Business process modeling; Engineering; Artificial intelligence; Marketing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003597397,0.0009964178,0.0007108709,0.003086729,0.00195517,0.01135859,0.001526447,0.003644191,0.003672748],"category_scores_gemma":[0.003951759,0.0004378619,0.0008312065,0.004500381,0.0157168,0.01692624,0.002712318,0.00526626,0.001619179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214489,"about_ca_system_score_gemma":0.001505509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075189,"about_ca_topic_score_gemma":0.003403055,"domain_scores_codex":[0.997419,0.001288423,0.0001182649,0.0002066501,0.0007984851,0.0001690917],"domain_scores_gemma":[0.9972126,0.001885759,0.0001482072,0.0001791372,0.0004041754,0.0001701532],"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":[0.00002390413,0.00004096359,0.0003989276,0.0005702691,0.00002258398,0.0001364507,0.001488663,0.0004216832,0.0002477447,0.935559,0.02853498,0.03255488],"study_design_scores_gemma":[0.000006455744,0.00003592099,0.0009530477,0.0008328679,0.000009703806,0.0002694018,0.002556577,0.000828905,0.0002436717,0.718373,0.275866,0.00002446739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004031712,0.5873064,0.03978188,0.2201081,0.009228042,0.00005184611,0.0001571849,0.0001550687,0.1391796],"genre_scores_gemma":[0.2267224,0.6333029,0.03861311,0.0433151,0.02003501,0.0002564906,0.0002288031,0.0001709869,0.03735515],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01135859,"threshold_uncertainty_score":0.01902509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.200710073608554,"score_gpt":0.3202251582953108,"score_spread":0.1195150846867568,"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."}}