{"id":"W988008323","doi":"","title":"The Heidelberg Edge Perimeter: A New Test of Visual Function","year":2008,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"CMC Microsystems (Canada); Toronto Western Hospital; University of Toronto; University of Waterloo","funders":"","keywords":"Perimeter; Enhanced Data Rates for GSM Evolution; Test (biology); Mathematics; Computer science; Artificial intelligence; Geometry; Geology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007518028,0.0001699969,0.0002270967,0.0001540301,0.002239488,0.0000427839,0.0005325312,0.00004271392,0.0005652661],"category_scores_gemma":[0.0009438772,0.000110211,0.00006261076,0.0003653326,0.02949409,0.0005760809,0.0001044616,0.0001909804,0.0001430201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007404479,"about_ca_system_score_gemma":0.0009775482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006477801,"about_ca_topic_score_gemma":0.00005696321,"domain_scores_codex":[0.9981748,0.00006687023,0.0003330325,0.0004079536,0.0005609929,0.0004563211],"domain_scores_gemma":[0.998629,0.0003403728,0.0002108571,0.0001930172,0.000316221,0.0003104921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007338788,0.0003492499,0.01777799,0.00001410298,0.00002663529,0.0001075806,0.07837939,0.0000046695,0.8752576,0.01302296,0.01193383,0.00305259],"study_design_scores_gemma":[0.002406758,0.02464472,0.187398,0.0002861753,0.0001481255,0.001538362,0.03421679,0.001038071,0.37924,0.02553117,0.3418648,0.00168702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685302,0.0002851894,0.000002675498,0.0006991171,0.00111074,0.0001570469,0.000002404988,0.00002974846,0.0291829],"genre_scores_gemma":[0.9844885,0.0000104749,0.00008220448,0.0003771566,0.0004884908,0.00001097742,0.000001409525,0.000008147726,0.01453264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960176,"threshold_uncertainty_score":0.9990594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07939209802835105,"score_gpt":0.315484727424098,"score_spread":0.2360926293957469,"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."}}