{"id":"W972614074","doi":"","title":"Resolution of Flicker Defined Form","year":2007,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Flicker; Resolution (logic); Optometry; Computer science; Medicine; Artificial intelligence; Computer graphics (images)","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":[0.001146761,0.0001183142,0.0001667704,0.0001789851,0.0001274932,0.00001046054,0.0002311809,0.00008325724,0.00009761446],"category_scores_gemma":[0.0002571762,0.0001083348,0.00003068561,0.00062639,0.001652594,0.0003376791,0.00007167397,0.0001015315,0.00004214006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006810138,"about_ca_system_score_gemma":0.00006096135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000387408,"about_ca_topic_score_gemma":0.000003588848,"domain_scores_codex":[0.9988964,0.00001771771,0.0002794289,0.000191075,0.0002122671,0.0004031131],"domain_scores_gemma":[0.9995067,0.0000684195,0.00006224352,0.0001284723,0.00008826827,0.0001458984],"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":[0.00001009929,0.00001156123,0.0009765879,0.0000173662,0.000006045312,0.00001837682,0.0003961229,0.0001433046,0.9950818,0.003057702,0.00001014252,0.0002709236],"study_design_scores_gemma":[0.0001084332,0.0001368808,0.03496454,0.00002187088,0.000005389106,0.0000889877,0.00007271572,0.001618556,0.955473,0.007263128,0.0001219386,0.000124532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862163,0.00003594528,0.0002239824,0.0000132178,0.0005607799,0.00009657917,0.000001770323,0.00006501767,0.01278642],"genre_scores_gemma":[0.9960654,0.000001635242,0.003788901,0.00002066109,0.00004012237,0.000004612949,0.000002318347,0.000009364728,0.00006701912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03960874,"threshold_uncertainty_score":0.608905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608485307071443,"score_gpt":0.3094858988269332,"score_spread":0.2734010457562188,"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."}}