{"id":"W3037188646","doi":"10.1108/aaaj-03-2019-3931","title":"Office design processes, strategizing and time intermingling: an agenda to shape spaces and minds in public accounting firms","year":2020,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval","funders":"","keywords":"Space (punctuation); Process (computing); Socialization; Business; Public relations; Process management; Knowledge management; Sociology; Computer science; Political science","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":[0.01281049,0.0003775062,0.000279635,0.003509603,0.01011587,0.01464768,0.001267126,0.00239428,0.003248718],"category_scores_gemma":[0.01250903,0.0004436131,0.0003990834,0.002304072,0.03036533,0.01202227,0.008588363,0.002084381,0.0002463315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009947792,"about_ca_system_score_gemma":0.009304653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484622,"about_ca_topic_score_gemma":0.009492642,"domain_scores_codex":[0.9883246,0.008208396,0.0003481969,0.0007856337,0.001142609,0.0011906],"domain_scores_gemma":[0.9843677,0.009592666,0.002645061,0.001229372,0.0009454529,0.001219808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009025942,0.00008860756,0.01107268,0.0001269184,0.00000982315,0.000530106,0.8018842,0.0004685201,0.001235417,0.1500915,0.00072995,0.03367195],"study_design_scores_gemma":[0.00001273569,0.00005977203,0.01062947,0.0001628147,0.00001538392,0.0002092362,0.8997782,0.0008009461,0.0007984675,0.05343101,0.03406377,0.00003815386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068148,0.001215955,0.0151016,0.008131118,0.00006112149,0.00008566647,0.00002238551,0.00004348782,0.06852394],"genre_scores_gemma":[0.9962589,0.0001771649,0.001934066,0.00013449,0.00001017948,0.00002194425,0.000007528489,0.000008259357,0.0014476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01464768,"threshold_uncertainty_score":0.07217664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871150305599546,"score_gpt":0.2528227805544473,"score_spread":0.2041112774984518,"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."}}