{"id":"W2515706261","doi":"10.1007/978-3-319-31416-7_21","title":"The Effect of Workplace Design on Quality of Life at Work","year":2016,"lang":"en","type":"book-chapter","venue":"International handbooks of quality-of-life","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Work (physics); Quality (philosophy); Psychology; Architectural engineering; Engineering; Mechanical engineering; Epistemology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419405,0.0002497416,0.0002707418,0.0003159675,0.0003163102,0.001537318,0.000438396,0.0004622351,0.007996236],"category_scores_gemma":[0.004070173,0.0001546719,0.0005881478,0.0004042169,0.0006886442,0.0005639744,0.0008970368,0.0009789048,0.0005725502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006242697,"about_ca_system_score_gemma":0.0007837663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541478,"about_ca_topic_score_gemma":0.002560884,"domain_scores_codex":[0.9987568,0.000648168,0.00003256802,0.00008052143,0.0003812139,0.0001006343],"domain_scores_gemma":[0.9956673,0.003618818,0.0002391786,0.00008360309,0.0001611031,0.000229961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008947821,0.00171736,0.03355796,0.001032891,0.000256288,0.0001205462,0.004040099,0.001072191,0.005798666,0.01245037,0.008437854,0.9306211],"study_design_scores_gemma":[0.0001930939,0.006874391,0.861085,0.002598282,0.0006381877,0.0006114852,0.004528327,0.001317288,0.005463631,0.02549194,0.09106108,0.0001373572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6474301,0.1343999,0.00944432,0.008039911,0.001199075,0.0001222445,0.0004139048,0.0001573949,0.1987931],"genre_scores_gemma":[0.9485662,0.02584884,0.004444748,0.0006765081,0.0002178462,0.00008833617,0.0001106949,0.00005877223,0.01998797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007996236,"threshold_uncertainty_score":0.02675009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09315734371982749,"score_gpt":0.361896810552089,"score_spread":0.2687394668322615,"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."}}