{"id":"W2586126178","doi":"","title":"The Government Open Concept Office: A Study of Physical Design on Public Sector Office Communication","year":2015,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government Office; Public sector; Government (linguistics); Public relations; Business; Public administration; Engineering; Telecommunications; Political science; Local government","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006234102,0.0002246884,0.0003312296,0.00005701063,0.001418946,0.0003521687,0.002055545,0.000228886,0.00009071502],"category_scores_gemma":[0.0002324422,0.000184119,0.00007655266,0.0008746099,0.0001889126,0.0002437783,0.0002326145,0.0004436593,0.00001899434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173413,"about_ca_system_score_gemma":0.001037922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007225877,"about_ca_topic_score_gemma":0.05621902,"domain_scores_codex":[0.9973065,0.0008556714,0.0001779356,0.0003171864,0.001047616,0.0002950668],"domain_scores_gemma":[0.9979261,0.0005042879,0.0005469157,0.0004851188,0.0003746742,0.0001628881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002296511,0.002400656,0.0001996489,0.00001806162,0.0006665237,0.00001597384,0.2247928,0.0003022804,0.00002479991,0.06081805,0.6897763,0.01868837],"study_design_scores_gemma":[0.0005525766,0.0002985012,0.0004602778,0.00006143489,0.00006377922,4.714318e-8,0.4643705,0.00001026991,0.00002605753,0.0000258111,0.5339491,0.0001816597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5296641,0.0004395107,0.00001875579,0.004303154,0.0009835053,0.006700262,0.00006574981,0.0001576011,0.4576674],"genre_scores_gemma":[0.649122,0.0000957132,0.00004644438,0.00001789879,0.00008115186,0.000008597522,0.00008705393,0.00001719565,0.350524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2395777,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052190623127065,"score_gpt":0.3109604575836841,"score_spread":0.2057413952709776,"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."}}