{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283112,0.0001765825,0.0002405648,0.0006112665,0.0001167246,0.0003189372,0.0001988651,0.00004027123,0.000009423826],"category_scores_gemma":[0.0000846414,0.0001651615,0.00003658877,0.0006007254,0.000007508341,0.003073648,0.00003440585,0.0006457761,0.00002035101],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005174225,"about_ca_system_score_gemma":0.003211679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7531282,"about_ca_topic_score_gemma":0.9666153,"domain_scores_codex":[0.9976068,0.00004260036,0.0006166899,0.0001073263,0.000247132,0.001379473],"domain_scores_gemma":[0.9993651,0.00003827706,0.0003614654,0.0001011697,0.0001157561,0.00001824064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002529545,0.0001303472,0.2640947,0.0006382504,0.00009174255,0.00001659251,0.0004774061,0.4249941,0.0003354918,0.2409323,0.0003191977,0.06771699],"study_design_scores_gemma":[0.008862954,0.00004966548,0.1238312,0.001229448,0.00006153006,0.0003973652,0.03810187,0.7984006,0.0000347205,0.01991044,0.007867479,0.00125275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877529,0.0003080614,0.009352428,0.0003649656,0.0003025709,0.0003688314,0.000002144922,0.00002033592,0.001527804],"genre_scores_gemma":[0.9991499,0.00007848962,0.00001621886,0.0003160852,0.0003505991,0.00001743091,0.00002098246,0.00001805713,0.0000322594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734065,"threshold_uncertainty_score":0.9986447,"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."}}