{"id":"W2274285151","doi":"","title":"Time to liberate workers from the stress of commuting","year":2011,"lang":"en","type":"article","venue":"Management today/Management Today","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Workspace; Business; Stress (linguistics); Transport engineering; Labour economics; Demographic economics; Operations management; Engineering; Geography; Computer science; Economics; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007279703,0.0003784075,0.000348199,0.0003250538,0.003640777,0.002588398,0.0005680954,0.001247967,0.0518426],"category_scores_gemma":[0.003207183,0.0001738038,0.0004648298,0.000314121,0.001406517,0.001289562,0.003119339,0.001804384,0.01259798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183733,"about_ca_system_score_gemma":0.002707833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005766093,"about_ca_topic_score_gemma":0.01179669,"domain_scores_codex":[0.9992187,0.000222651,0.00003434938,0.00008312476,0.0001405349,0.0003006928],"domain_scores_gemma":[0.9978593,0.0001667212,0.0002547105,0.0001969496,0.0002965019,0.00122579],"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":[0.0005850193,0.001214072,0.05106195,0.001702915,0.0001762297,0.001159016,0.02499405,0.0005398159,0.02293843,0.02411282,0.4060762,0.4654395],"study_design_scores_gemma":[0.00007627592,0.0007004463,0.055703,0.0008758695,0.00003158483,0.0006720335,0.04875008,0.0001418481,0.001109019,0.007424159,0.8844637,0.00005205908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3314988,0.01212075,0.01852495,0.2358422,0.02594479,0.0004107473,0.0006858609,0.001150742,0.3738212],"genre_scores_gemma":[0.7225505,0.005471826,0.008261903,0.03829867,0.002480393,0.0003731185,0.0004426757,0.0002601446,0.2218607],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0518426,"threshold_uncertainty_score":0.1734308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323452015251054,"score_gpt":0.3148865108502527,"score_spread":0.2816519906977421,"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."}}