{"id":"W2481688643","doi":"10.1002/9781119198048.ch4","title":"The Culture of Precision Railroading","year":2012,"lang":"en","type":"other","venue":"","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Bureaucracy; Workflow; Front line; Public relations; Management; Organizational change; Political science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753072,0.0002041806,0.0001348554,0.0007933861,0.008681499,0.007126582,0.0005881223,0.0006053636,0.003885403],"category_scores_gemma":[0.002776079,0.0001486708,0.00009137446,0.001518376,0.01021863,0.002620466,0.003354376,0.001491617,0.0004105858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461558,"about_ca_system_score_gemma":0.01274369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.309929,"about_ca_topic_score_gemma":0.3043205,"domain_scores_codex":[0.9966904,0.0006433229,0.00008590286,0.0002245763,0.001747806,0.0006080111],"domain_scores_gemma":[0.9985252,0.0002452232,0.0002107508,0.0001601703,0.0005405615,0.0003181487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004112283,0.00004337588,0.01901386,0.0001322536,0.00001587982,0.0005060537,0.4201494,0.001234565,0.002546928,0.3763947,0.02713557,0.1527864],"study_design_scores_gemma":[0.000005311069,0.00007003932,0.02845633,0.0003142083,0.000008770789,0.0004266209,0.199815,0.0005229696,0.001023801,0.01506724,0.754216,0.00007366334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4702493,0.002609045,0.006059117,0.01982401,0.0003412743,0.00004970617,0.00009080653,0.0001096203,0.5006671],"genre_scores_gemma":[0.966113,0.001118521,0.0007343083,0.0005948409,0.00002360824,0.00001045228,0.00002810519,0.00002569086,0.03135141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.309929,"threshold_uncertainty_score":0.6162501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408213308038698,"score_gpt":0.2069757841571049,"score_spread":0.1928936510767179,"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."}}