{"id":"W3124725782","doi":"","title":"Information Systems Effectiveness in Small Businesses: Extending a Singaporean Model in Canada","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Queen's University","funders":"","keywords":"Vendor; Context (archaeology); Test (biology); Construct (python library); Relation (database); Marketing; Knowledge management; Computer science; Econometrics; Business; Mathematics; Geography; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002944065,0.0005862645,0.0006435277,0.003108762,0.004523716,0.004888689,0.001438712,0.0006493354,0.005101369],"category_scores_gemma":[0.008736794,0.0002974552,0.0007676522,0.005094564,0.00328725,0.002864225,0.002783391,0.001193822,0.0003667205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04961271,"about_ca_system_score_gemma":0.05702373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9695227,"about_ca_topic_score_gemma":0.9640219,"domain_scores_codex":[0.9967258,0.000865297,0.000131478,0.0002798229,0.001175811,0.0008217429],"domain_scores_gemma":[0.9928674,0.001982905,0.0006089559,0.0002694834,0.00319197,0.001079354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00038545,0.0006314146,0.4720231,0.0005925553,0.0003058465,0.001784153,0.02644186,0.02617072,0.0006938761,0.3467079,0.007951601,0.1163115],"study_design_scores_gemma":[0.0002789818,0.0006304354,0.637748,0.001028517,0.0005644349,0.0005658904,0.05666563,0.1665382,0.0008965962,0.07118196,0.06356624,0.0003352539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403869,0.001927704,0.005322081,0.005831318,0.0000474,0.0002365351,0.0005361376,0.00005750583,0.1456544],"genre_scores_gemma":[0.9944649,0.0008523806,0.00121312,0.0001356247,0.000006410917,0.00004985631,0.0001381817,0.000008797735,0.003130676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04961271,"threshold_uncertainty_score":0.3599671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299512377429163,"score_gpt":0.2309678283805875,"score_spread":0.2179727046062959,"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."}}