{"id":"W2901890184","doi":"10.1016/j.buildenv.2018.11.020","title":"Psychological perceptions matter: Developing the reactions to the physical work environment scale","year":2018,"lang":"en","type":"article","venue":"Building and Environment","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Work (physics); Scale (ratio); Perception; Cognition; Workspace; Work environment; Applied psychology; Psychology; Computer science; Engineering; Mechanical 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002824202,0.0001643802,0.000115143,0.00002757745,0.0007363551,0.00005761386,0.0002359144,0.00004824433,0.002640814],"category_scores_gemma":[0.000003208733,0.00009523781,0.00006132844,0.0000777354,0.0003289586,0.0000231014,0.0002565563,0.000172387,0.005422221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000904145,"about_ca_system_score_gemma":0.000001279527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003964615,"about_ca_topic_score_gemma":0.000002481982,"domain_scores_codex":[0.9987576,0.000110622,0.000171798,0.0004296755,0.0001785645,0.0003517178],"domain_scores_gemma":[0.9992362,0.00007946469,0.0000373746,0.000564016,0.000002220675,0.00008069124],"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":[0.0003392873,0.001522152,0.05350215,0.00002620883,0.0004524297,0.00001314428,0.06027377,0.004438433,0.001675869,0.01883104,0.564,0.2949255],"study_design_scores_gemma":[0.0001238925,0.0001052137,0.317389,0.00001382459,0.00002676119,0.000009231899,0.002644025,0.00002125289,0.00001114918,0.0002889387,0.679224,0.000142689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358443,0.00008196993,0.01338528,0.04469723,0.0003662688,0.0003978332,0.000007080203,0.00003422209,0.00518583],"genre_scores_gemma":[0.9830593,0.00008940285,0.002043152,0.002604092,0.0004529546,0.0002618439,0.000002605513,0.00001598489,0.01147059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2947828,"threshold_uncertainty_score":0.9982709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267963175544139,"score_gpt":0.282250540648909,"score_spread":0.2595709088934676,"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."}}