{"id":"W4412439466","doi":"10.1167/jov.25.9.2287","title":"Are you a visual ‘shader’ or a ‘bolder’?: Different visual routines create everyday hallucinations in ‘scaffolded attention’","year":2025,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Hallucinations in medical conditions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shader; Visual Hallucination; Cognitive psychology; Psychology; Computer science; Computer graphics (images); Graphics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006280342,0.0002368952,0.0004572363,0.001288706,0.0003211092,0.0001548932,0.0004395244,0.0001593499,0.0004323967],"category_scores_gemma":[0.005958973,0.0001720777,0.0002243393,0.001338746,0.0001393858,0.000574149,0.0001571886,0.0005567344,0.00003279098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002936993,"about_ca_system_score_gemma":0.000188333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006102108,"about_ca_topic_score_gemma":0.00006817171,"domain_scores_codex":[0.9968473,0.000473791,0.001085405,0.0003627506,0.0008862775,0.0003444791],"domain_scores_gemma":[0.9976872,0.0008817674,0.0007321148,0.0002114659,0.0003178474,0.0001695638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001653445,0.02011606,0.06438359,0.0005875419,0.0002314938,0.002876803,0.001986219,0.001098226,0.8015216,0.01826541,0.03711887,0.05016072],"study_design_scores_gemma":[0.004467643,0.0008171327,0.9625978,0.002124971,0.0001236453,0.0001863978,0.0008709287,0.01038831,0.01253609,0.002853716,0.002685433,0.0003479112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811364,0.00008238827,0.005427186,0.01141834,0.0008785868,0.0003058263,0.00001382566,0.0000455343,0.0006919169],"genre_scores_gemma":[0.9956927,0.0001131216,0.000214142,0.0009395945,0.0001483166,0.00001970041,0.000004056467,0.00001945298,0.002848908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8982142,"threshold_uncertainty_score":0.7133877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289894704917923,"score_gpt":0.3807887242983406,"score_spread":0.3478897772491614,"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."}}