{"id":"W2905192089","doi":"","title":"Decision Support for SME Owners-Managers: A Performance Evaluation Benchmarking Tool","year":2015,"lang":"en","type":"preprint","venue":"","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Benchmarking; Decision support system; Computer science; Knowledge management; Business; Process management; Marketing; Artificial intelligence","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":[0.02587525,0.001215416,0.001402282,0.006612016,0.0008876959,0.005441314,0.001484227,0.001725418,0.01268656],"category_scores_gemma":[0.064952,0.0004819324,0.0006814032,0.004715058,0.0004940967,0.005303487,0.002860567,0.0009299474,0.002470145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251277,"about_ca_system_score_gemma":0.001958243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064833,"about_ca_topic_score_gemma":0.0009562488,"domain_scores_codex":[0.9820513,0.009908471,0.002367301,0.0008066365,0.004318538,0.000547845],"domain_scores_gemma":[0.9437013,0.03761612,0.00414707,0.004802339,0.008126682,0.001606502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002267421,0.002508846,0.03033914,0.001167171,0.0003657784,0.0004460913,0.001666956,0.04654402,0.007221925,0.02155414,0.03737359,0.8485449],"study_design_scores_gemma":[0.0008845993,0.002824771,0.04044201,0.001187198,0.0005352374,0.0006511718,0.00206216,0.7887943,0.0397875,0.05342628,0.06905611,0.0003485894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2265892,0.0009288925,0.6582406,0.00322911,0.0002925285,0.002262984,0.0083894,0.04107687,0.05899051],"genre_scores_gemma":[0.7416742,0.0002909495,0.2463478,0.0002680125,0.00007598831,0.0009851466,0.004814133,0.0007804863,0.00476344],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02587525,"threshold_uncertainty_score":0.1368431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090112856539421,"score_gpt":0.3588934601087045,"score_spread":0.2498821744547624,"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."}}