{"id":"W1500420751","doi":"10.4018/978-1-61520-592-9.ch022","title":"Deliberate and Emergent Changes on a Way Towards Electronic Document Management","year":2011,"lang":"en","type":"book-chapter","venue":"Cases on information technology series","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Process management; Unit (ring theory); Quality management; Process (computing); Service (business); Quality (philosophy); Engineering; Engineering management; Operations management; Knowledge management; Management system; Business; Computer science; Psychology; Marketing","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":[0.0001421076,0.0004858116,0.000411139,0.001869181,0.0002893434,0.0002242012,0.0002732397,0.0003917086,0.000347686],"category_scores_gemma":[0.00002289271,0.0004312835,0.0000844175,0.0002156605,0.0001557675,0.0009742434,0.0002587137,0.0003586988,0.0005705543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007876859,"about_ca_system_score_gemma":0.00001942222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003961512,"about_ca_topic_score_gemma":0.00007652991,"domain_scores_codex":[0.9985711,0.000001888107,0.0004576471,0.0003226106,0.0002783075,0.0003684349],"domain_scores_gemma":[0.9987457,0.000005920382,0.0005456958,0.0004169497,0.0002709929,0.00001475954],"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":[0.00009726447,0.00001172517,0.000002661724,0.0004166006,0.0001640151,0.00001528779,0.00002865274,0.00003509393,5.01872e-7,0.7635604,0.001067232,0.2346006],"study_design_scores_gemma":[0.0003274929,0.0001484583,0.000009127741,0.0003589546,0.0003058386,0.00001917151,0.0002258675,0.0001344111,0.0001240133,0.146418,0.8513414,0.0005872339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007251666,0.002003949,0.001708135,0.01806176,0.0009314,0.001455711,0.00005384103,0.002392319,0.9661412],"genre_scores_gemma":[0.7010767,0.02932928,0.00057311,0.01723674,0.001062179,0.001022413,0.001629637,0.0002841513,0.2477857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8502741,"threshold_uncertainty_score":0.9998139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431609353834744,"score_gpt":0.2021975156171212,"score_spread":0.1878814220787737,"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."}}