{"id":"W1526604666","doi":"10.1002/9781118539415.wbwell068","title":"Workplace and Wellbeing","year":2014,"lang":"en","type":"other","venue":"Well Being","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Office workers; Psychology; Psychological health; Applied psychology; Architectural engineering; Public relations; Sociology; Engineering; Political science; Operations management; Clinical psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002107745,0.0002737218,0.0003043378,0.0001851409,0.00006145575,0.0000549872,0.0001747462,0.0002738808,0.02242913],"category_scores_gemma":[0.000007426362,0.0002735085,0.00005803251,0.00007556829,0.00006687387,0.00001149307,0.0001403136,0.0002361335,0.004316486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002024321,"about_ca_system_score_gemma":0.000003897315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003941281,"about_ca_topic_score_gemma":0.00006812252,"domain_scores_codex":[0.9987588,0.0000791218,0.0001710687,0.0004796172,0.0001261089,0.0003852718],"domain_scores_gemma":[0.9992585,0.00007292375,0.0001082237,0.0004771278,0.000004540249,0.00007869107],"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":[0.000009336754,0.0000114309,0.0005667262,0.0001436216,0.00008326091,0.00002360747,0.0003591974,0.000001829218,9.733768e-7,0.0192225,0.9724588,0.007118673],"study_design_scores_gemma":[0.0003022784,0.00002382717,0.0001506068,0.0002730571,0.00004655268,0.000003400137,0.0003658997,0.00001552474,9.466178e-7,0.0002502028,0.9982722,0.0002955163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001110621,0.001976949,0.0006975127,0.0003569199,0.001324125,0.0002500851,0.000003451999,0.0002702718,0.9950096],"genre_scores_gemma":[0.002344533,0.0001150282,0.0003097305,0.00056067,0.0006076513,0.00002546916,0.00001496121,0.0003386584,0.9956833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02581334,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00680568105484837,"score_gpt":0.2400005254692041,"score_spread":0.2331948444143557,"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."}}