{"id":"W2018186306","doi":"10.1167/4.8.911","title":"The brightness of a looker's iris is not important in determining direction of gaze","year":2004,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sclera; IRIS (biosensor); Brightness; Gaze; Contrast (vision); Artificial intelligence; Computer vision; Optics; Physics; Ophthalmology; 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":[0.000898387,0.0003225447,0.0004478018,0.0003069704,0.0002677893,0.0009787206,0.0004147162,0.0006333509,0.00525543],"category_scores_gemma":[0.01493814,0.0004249924,0.000374363,0.0001322998,0.0005003028,0.001143378,0.0007192961,0.0005500732,0.0006388321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336701,"about_ca_system_score_gemma":0.0003683546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529046,"about_ca_topic_score_gemma":0.003601251,"domain_scores_codex":[0.9989637,0.0002302845,0.0001089916,0.000255583,0.0003455499,0.00009592327],"domain_scores_gemma":[0.9914116,0.004666782,0.001577313,0.001257794,0.0006141122,0.0004724883],"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":[0.002276434,0.0001318892,0.06874147,0.0003823765,0.00008539024,0.0001934531,0.000557838,0.00059564,0.8776489,0.0005378784,0.0003993736,0.04844935],"study_design_scores_gemma":[0.00008618518,0.001333486,0.9403061,0.00008660521,0.0001202995,0.0004855928,0.0002475149,0.003240795,0.05225537,0.0006625858,0.001126624,0.00004883684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900327,0.000366837,0.003501538,0.0001088077,0.0000349609,0.00005514913,0.00008376023,0.00008838545,0.005728035],"genre_scores_gemma":[0.9941486,0.0001662203,0.004368117,0.00007299995,0.000008056846,0.00002648274,0.00008048878,0.00004287126,0.00108619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00525543,"threshold_uncertainty_score":0.01758116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028360955706789,"score_gpt":0.3507416015887661,"score_spread":0.3104579920316982,"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."}}