{"id":"W4391024098","doi":"10.15353/cjo.v48i1.4474","title":"Control of Glare for VDT Operators","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GLARE; Louver; Computer science; Optics; Engineering; Physics; Materials science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0006162769,0.0005884596,0.0002756029,0.0005501495,0.0009836232,0.00128962,0.0008169093,0.0006961464,0.01306188],"category_scores_gemma":[0.003472396,0.0001608523,0.0002766404,0.0003274238,0.0003051781,0.0004122596,0.001270545,0.0006010709,0.002982684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862695,"about_ca_system_score_gemma":0.0009625156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008918808,"about_ca_topic_score_gemma":0.005549372,"domain_scores_codex":[0.9990969,0.0001429213,0.00003610846,0.0001024695,0.0004671572,0.0001545482],"domain_scores_gemma":[0.9984918,0.0003239623,0.0002006324,0.000146643,0.0006616802,0.0001752132],"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":[0.001718727,0.0005279157,0.02763597,0.0006160734,0.00004099355,0.001065861,0.002981343,0.001943576,0.1609036,0.002127592,0.06040711,0.7400313],"study_design_scores_gemma":[0.0007022717,0.003295818,0.2352897,0.0007790679,0.0002817276,0.005948725,0.006672573,0.03185197,0.1445812,0.004950423,0.5652837,0.000362886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4971305,0.007756799,0.2487468,0.00884812,0.00177454,0.001407948,0.001620671,0.01939005,0.2133246],"genre_scores_gemma":[0.9179483,0.001724717,0.04271842,0.001515106,0.0003428244,0.0003386757,0.0005559712,0.0007199168,0.03413609],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01306188,"threshold_uncertainty_score":0.04369634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084122029541922,"score_gpt":0.2867995959657157,"score_spread":0.2759583756702965,"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."}}