{"id":"W2511515571","doi":"10.1108/jcre-10-2015-0030","title":"Public spaces as workplace for mobile knowledge workers","year":2016,"lang":"en","type":"article","venue":"Journal of Corporate Real Estate","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Work (physics); Public relations; Anticipation (artificial intelligence); Knowledge management; Public space; The Internet; Space (punctuation); Business; Computer science; Political science; Engineering; World Wide Web; Architectural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00113039,0.000216639,0.0003879588,0.0002462956,0.0000952964,0.0001051178,0.0003403644,0.0001001702,0.0006993907],"category_scores_gemma":[0.00006460629,0.0001370509,0.000228417,0.0002787212,0.0001417583,0.0002735705,0.00005940679,0.0001533897,0.0004211304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346838,"about_ca_system_score_gemma":0.0001957521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004884694,"about_ca_topic_score_gemma":0.00006177812,"domain_scores_codex":[0.9982454,0.0001628493,0.0006234365,0.0002286208,0.0002224489,0.0005172685],"domain_scores_gemma":[0.997548,0.0004456431,0.001053417,0.0002934023,0.0003925929,0.0002669292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002378837,0.0004167251,0.01306599,0.00007257704,0.0005901242,0.0002176484,0.00233336,0.00008540609,0.0002051188,0.01066431,0.2563034,0.7136665],"study_design_scores_gemma":[0.003383409,0.001829768,0.002344971,0.000204729,0.00008481821,0.0001017447,0.00601541,0.00001413688,0.00008329539,0.004913348,0.9807062,0.0003181496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292803,0.0006050493,0.003754774,0.006851016,0.003634267,0.0007192908,0.00004339231,0.00006573673,0.1550462],"genre_scores_gemma":[0.8242476,0.002763972,0.0007793664,0.00009169807,0.000530054,0.00009481548,0.000004458026,0.00006019329,0.1714279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7244028,"threshold_uncertainty_score":0.7657838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07350017970051874,"score_gpt":0.3190729070640488,"score_spread":0.2455727273635301,"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."}}