{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002505079,0.00008166872,0.0001459018,0.0003724999,0.0004805097,0.0001737849,0.0002359721,0.00004855554,0.0001102235],"category_scores_gemma":[0.0006892351,0.00005770759,0.00004249164,0.0030393,0.0005035881,0.0005559527,0.00008133455,0.0001645474,0.00001105114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946611,"about_ca_system_score_gemma":0.0001887632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007837862,"about_ca_topic_score_gemma":3.915063e-7,"domain_scores_codex":[0.998103,0.00002812363,0.0001345333,0.0005146744,0.0007515642,0.0004681118],"domain_scores_gemma":[0.9989519,0.00007505738,0.00002553292,0.0003021331,0.000182461,0.0004629926],"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":[0.0004379032,0.0001961685,0.447701,0.00004563085,0.000003076523,0.00001602031,0.00009267373,7.447803e-7,0.0654479,0.0000921229,0.00006426661,0.4859025],"study_design_scores_gemma":[0.0008498801,0.001185073,0.9288546,0.00005746441,0.00000721267,0.00004667609,0.0001524431,0.04318466,0.01535445,0.0001130442,0.01005645,0.0001379712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814753,0.0001338594,0.01565594,0.000704673,0.0000624869,0.0004776428,0.000001163501,0.00003076281,0.001458204],"genre_scores_gemma":[0.9933018,0.00003085332,0.00598902,0.00009243049,0.0001034804,0.0000125357,9.627657e-7,0.000004230829,0.000464682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4857645,"threshold_uncertainty_score":0.369574,"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."}}