{"id":"W2031533470","doi":"10.1111/j.1600-0668.2008.00525.x","title":"Risk factors for dissatisfaction with the indoor environment in open-plan offices: an analysis of COPE field study data","year":2008,"lang":"en","type":"article","venue":"Indoor Air","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Public Works and Government Services Canada; University of New England; Natural Resources Canada; Steelcase","keywords":"Open plan; Percentile; Logistic regression; GLARE; Applied psychology; Psychology; Environmental health; Computer science; Architectural engineering; Statistics; Engineering; Mathematics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004588894,0.0001482398,0.0003204519,0.0001423617,0.0001305361,0.00002185478,0.0007770283,0.00005215384,0.0006668347],"category_scores_gemma":[0.00001994901,0.00009383595,0.0000419195,0.0002849436,0.00006381959,0.0001638985,0.0002375116,0.0001406787,0.000008783002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003749325,"about_ca_system_score_gemma":0.0000125683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747574,"about_ca_topic_score_gemma":0.0163023,"domain_scores_codex":[0.9986606,0.0002099798,0.0002826787,0.0004466213,0.0001960882,0.0002040758],"domain_scores_gemma":[0.9981541,0.0003850106,0.0001835221,0.00122582,0.0000114274,0.00004010575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000605214,0.0007667713,0.9775039,0.000004782035,0.001107182,0.000007675195,0.01272508,0.001992855,0.000001265557,0.00004747623,0.002656277,0.002581521],"study_design_scores_gemma":[0.001460105,0.001182468,0.9391124,0.000003907462,0.0004835281,4.826813e-7,0.04936761,0.0004648517,0.00001586197,0.000004337961,0.007773642,0.0001307839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961797,0.00002129401,0.0008719377,0.0002855034,0.00008448758,0.001520217,0.0005327637,0.00001211025,0.0004919919],"genre_scores_gemma":[0.998433,0.00001483636,0.00006959916,0.00009531098,0.00001690683,0.0001537213,0.000281142,0.00001171031,0.000923796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03839149,"threshold_uncertainty_score":0.989067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679432681023194,"score_gpt":0.3198441375765437,"score_spread":0.2530498107663117,"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."}}