{"id":"W188879110","doi":"10.17705/1thci.00039","title":"Representation in Systems Development and Implementation: A Healthcare Enterprise System Implementation","year":2012,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Athabasca University","funders":"","keywords":"Representation (politics); Context (archaeology); Process (computing); Information system; Computer science; Knowledge management; Healthcare system; Process management; Health care; Data science; Business; Engineering; Political science; Politics; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000584498,0.0003065189,0.0003077435,0.0009791992,0.000485709,0.0005052104,0.0001146066,0.00007757465,0.000271052],"category_scores_gemma":[0.000002169352,0.000321949,0.0000823485,0.0004917445,0.00001864308,0.003530961,0.00001634234,0.0002190267,0.0001702926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005934735,"about_ca_system_score_gemma":0.00002656687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005395166,"about_ca_topic_score_gemma":0.001945143,"domain_scores_codex":[0.9975616,0.0001015036,0.001032656,0.0004190149,0.0004020511,0.0004831435],"domain_scores_gemma":[0.9990407,0.00005927282,0.0004715316,0.0002347261,0.000134145,0.00005966487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004698585,0.001438253,0.2314098,0.00352496,0.0006323786,0.00002695783,0.02803757,0.002675544,0.002149498,0.04556696,0.007306722,0.6767615],"study_design_scores_gemma":[0.01309277,0.0004656549,0.6650171,0.001707318,0.0003444034,0.0002967292,0.1919006,0.01959121,0.006589686,0.00007938191,0.09830633,0.002608823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969748,0.00008550247,0.0954959,0.0005552598,0.003746741,0.001887314,0.00001627724,0.0003472308,0.0008909733],"genre_scores_gemma":[0.9974686,0.000005680129,0.0004029932,0.0005290344,0.0008980519,0.0003841062,0.0002224185,0.00004307083,0.00004607688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6741527,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07374937373791102,"score_gpt":0.3787520775752692,"score_spread":0.3050027038373582,"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."}}