{"id":"W2952791053","doi":"10.2139/ssrn.3027052","title":"A Common Ontology for the Integration of Information to the Multidimensional Management Information Systems","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"First Nations University of Canada; University of Regina","funders":"","keywords":"Computer science; Information system; Ontology; Information integration; Management information systems; Semantic integration; Knowledge management; Information retrieval; Data science; Data mining; Engineering; Semantic Web; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769627,0.0001025585,0.0001318598,0.0002491445,0.0003402533,0.0001488384,0.0002747212,0.00003825712,0.000003990168],"category_scores_gemma":[0.0001026605,0.00004466526,0.00008523992,0.0002978006,0.00002321888,0.001914255,0.00005339186,0.000189886,0.00005140028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392435,"about_ca_system_score_gemma":0.0000916638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004661915,"about_ca_topic_score_gemma":0.0006468342,"domain_scores_codex":[0.9987158,0.000012225,0.0004440416,0.00005896706,0.0002587328,0.0005102485],"domain_scores_gemma":[0.9988247,0.00007242617,0.0004497585,0.0001462342,0.0005003281,0.000006559954],"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":[0.000147625,0.00001681693,0.0002373747,0.0000595988,0.0001581739,4.283896e-8,0.000117181,0.00762849,0.00004779342,0.6354033,0.0007428681,0.3554408],"study_design_scores_gemma":[0.004646386,0.0001761188,0.004635174,0.0006476293,0.001122323,0.00007635473,0.02220378,0.4061948,0.00008182262,0.1222044,0.4373251,0.0006860911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02246569,0.0002399186,0.9646958,0.01142763,0.0003706753,0.000429929,0.000003152112,0.00002364341,0.0003436045],"genre_scores_gemma":[0.9984391,0.0002242639,0.0001173093,0.0007270112,0.0002875951,0.00006223685,0.00001545805,0.000005345176,0.0001216359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9759735,"threshold_uncertainty_score":0.2616988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071648855987285,"score_gpt":0.2279247202472764,"score_spread":0.2172082316874036,"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."}}