{"id":"W3207255415","doi":"10.15353/cjo.v48i3.4500","title":"Report on the International Symposium on Low Vision","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Event (particle physics); Low vision; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001797234,0.0003628464,0.0005414033,0.003133687,0.0002609145,0.0006197856,0.001002108,0.0002414391,0.001826551],"category_scores_gemma":[0.0007913255,0.000305399,0.0004755885,0.001696197,0.0001277561,0.0005470378,0.00001474216,0.001331554,0.00003567163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735384,"about_ca_system_score_gemma":0.003306953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002308847,"about_ca_topic_score_gemma":0.0007822235,"domain_scores_codex":[0.9965902,0.0001197197,0.001323489,0.0002190958,0.001101563,0.0006459635],"domain_scores_gemma":[0.9949732,0.0002049576,0.0006212645,0.0004553005,0.001405828,0.002339407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009908707,0.0001401667,0.4040121,0.0001260498,0.001441517,0.02554901,0.0006786787,0.01266509,0.00903707,0.0002576813,0.5417663,0.004227298],"study_design_scores_gemma":[0.002867253,0.001082517,0.4331902,0.003777125,0.0002915916,0.02987033,0.001317874,0.00147356,0.119791,0.00004031004,0.4046141,0.001684188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578658,0.001063673,0.002007291,0.01377484,0.0068696,0.000171134,0.00009934827,0.00002949604,0.01811877],"genre_scores_gemma":[0.9958665,0.0001979211,0.0007018466,0.001692966,0.0009350937,0.000001958421,0.00001277741,0.00007850023,0.0005124368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371522,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284492426230742,"score_gpt":0.275676823194025,"score_spread":0.2628318989317175,"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."}}