{"id":"W4399713314","doi":"10.21606/drs.2024.901","title":"Workplace wellbeing and interior design: A systematic literature review","year":2024,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Systematic review; Affect (linguistics); Applied psychology; Workplace safety; Work (physics); Psychology; Knowledge management; Computer science; Engineering; Occupational safety and health; MEDLINE; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006780299,0.0001512311,0.0003481052,0.000118723,0.00003139466,0.0001610438,0.000143633,0.00005993843,0.0001270204],"category_scores_gemma":[0.0000714317,0.0001176395,0.00006958823,0.0003598376,0.0000390364,0.0001348528,0.00008068578,0.0001513793,0.00005394317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002299017,"about_ca_system_score_gemma":0.000004837676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002389289,"about_ca_topic_score_gemma":1.360875e-7,"domain_scores_codex":[0.9990385,0.00001400706,0.0003357995,0.0002873643,0.0001295704,0.0001948112],"domain_scores_gemma":[0.9996331,0.00009254151,0.00007780673,0.00008353482,0.00006411154,0.00004888378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004851683,0.00002385881,0.0001333449,0.8314925,0.000300763,0.00003191174,0.009885898,2.327313e-7,0.0002640736,0.02682648,0.1268305,0.004161891],"study_design_scores_gemma":[0.0003249265,0.0002685164,0.0001358162,0.9606245,0.0005258013,0.0001993272,0.007736246,0.0002083759,0.0001444821,0.0008731142,0.028525,0.0004338899],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0148465,0.9495788,0.0002564173,0.004220013,0.0007925478,0.002021692,0.00000560591,0.0002295644,0.02804893],"genre_scores_gemma":[0.8023363,0.07124478,0.004469926,0.001888921,0.0002889954,0.001040601,0.000005547104,0.0001221231,0.1186028],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8783339,"threshold_uncertainty_score":0.4797201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423438807445986,"score_gpt":0.2742459217777018,"score_spread":0.2600115337032419,"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."}}