{"id":"W2322356732","doi":"10.1002/j.1538-9235.2001.tb03557.x","title":"SPECIFYING AN EYE PROTECTOR FOR ELECTRICAL UTILITY WORKERS.","year":2001,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optometry; Computer science; Medicine","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":[0.003561089,0.001237548,0.0003099077,0.0007798397,0.002156537,0.001652719,0.001421589,0.003982283,0.1305846],"category_scores_gemma":[0.005813154,0.0006787815,0.0004190057,0.0002764756,0.0005154794,0.001671932,0.00124176,0.001480306,0.05368771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008339023,"about_ca_system_score_gemma":0.002402269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006908711,"about_ca_topic_score_gemma":0.01289859,"domain_scores_codex":[0.9983255,0.0004374964,0.0001947364,0.00008339428,0.0006810848,0.0002778351],"domain_scores_gemma":[0.9973444,0.0007490325,0.0002598332,0.0003399488,0.001080466,0.0002263683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005128206,0.0005199962,0.004829679,0.0005831186,0.00001266886,0.001191988,0.001078355,0.001280647,0.01900827,0.007119135,0.8345628,0.1293005],"study_design_scores_gemma":[0.00005704194,0.0002593904,0.005520294,0.0003875142,0.00002096414,0.0005570465,0.001001629,0.0007651302,0.006789174,0.001349819,0.9832392,0.00005277958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03437868,0.004402671,0.07647605,0.02894325,0.006523545,0.004206273,0.00904817,0.02344199,0.8125795],"genre_scores_gemma":[0.1174154,0.002790405,0.0375082,0.00857091,0.0008883976,0.001388336,0.004089748,0.001326713,0.826022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1305846,"threshold_uncertainty_score":0.4368491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05644653532608528,"score_gpt":0.5145399005150519,"score_spread":0.4580933651889667,"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."}}