{"id":"W6966002323","doi":"10.4224/20378016","title":"Lighting for VDT Workstations 2: effect of control and lighting design on task performance and chosen photometric conditions","year":2004,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Public Works and Government Services Canada","keywords":"Task (project management); Workstation; Control (management); Variety (cybernetics); Control system; Legibility","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001344119,0.0006528156,0.0007279959,0.000291182,0.0006993266,0.00132646,0.001015389,0.0006742934,0.006491049],"category_scores_gemma":[0.006779235,0.0005485836,0.0002977679,0.0002285313,0.00043794,0.0007016667,0.001109719,0.0007668882,0.001147967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087848,"about_ca_system_score_gemma":0.0005513892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106179,"about_ca_topic_score_gemma":0.001860606,"domain_scores_codex":[0.9988134,0.000281169,0.0001321204,0.0003363058,0.000288926,0.0001480281],"domain_scores_gemma":[0.9949923,0.003084353,0.0003847944,0.0006448985,0.0003797312,0.0005139592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07678501,0.01962202,0.01178751,0.0009326939,0.0001172122,0.0002285486,0.003410609,0.002507281,0.7900646,0.0007590585,0.002366209,0.0914193],"study_design_scores_gemma":[0.01422022,0.1107289,0.3619464,0.0002224958,0.0006478749,0.0006352765,0.001966409,0.01695034,0.4685253,0.002785766,0.02078432,0.0005867754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9939258,0.00005688278,0.002445767,0.00002781806,0.00003147765,0.0003824216,0.0002366961,0.0001923301,0.002700772],"genre_scores_gemma":[0.9771143,0.00008492797,0.0131994,0.0001147049,0.00003808017,0.001952772,0.0008240588,0.0003135437,0.006358266],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006491049,"threshold_uncertainty_score":0.02171469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251248113423136,"score_gpt":0.3038305677128073,"score_spread":0.2787057563704937,"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."}}