{"id":"W2743159519","doi":"10.1016/j.visres.2017.07.008","title":"Tuned by experience: How orientation probability modulates early perceptual processing","year":2017,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stimulus (psychology); Perception; Psychology; Sharpening; Surprise; Cognitive psychology; Event-related potential; Late positive component; Visual processing; Visual perception; Cognition; Communication; Neuroscience; Artificial intelligence; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003595897,0.0003250997,0.0004459524,0.0002031407,0.000283833,0.002255468,0.0005662183,0.0007937086,0.004436336],"category_scores_gemma":[0.003188242,0.0005253572,0.0003179177,0.0002722782,0.0005284715,0.001988321,0.0008779119,0.001062538,0.0004319987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079124,"about_ca_system_score_gemma":0.0005253436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009969405,"about_ca_topic_score_gemma":0.001090916,"domain_scores_codex":[0.9997259,0.00003324976,0.00001586706,0.00008424075,0.00007210051,0.00006864032],"domain_scores_gemma":[0.9989694,0.0003875416,0.0001685524,0.0001714583,0.00008572583,0.0002173283],"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":[0.001132556,0.0002033629,0.005700713,0.0001572095,0.00007455085,0.0001919124,0.0002952804,0.001280521,0.9391652,0.00526064,0.0008425938,0.04569547],"study_design_scores_gemma":[0.000398431,0.001119403,0.6455261,0.0001811004,0.0003482698,0.001315904,0.0007871935,0.03994383,0.2380746,0.06529794,0.006819335,0.0001878927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534774,0.001147504,0.03335737,0.0006770328,0.0003834255,0.00003107733,0.0003233322,0.0002124419,0.01039041],"genre_scores_gemma":[0.9929892,0.000468042,0.004139868,0.0002031292,0.00006583417,0.0000139786,0.0001276057,0.0002110665,0.001781249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004436336,"threshold_uncertainty_score":0.01484102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2402062841466552,"score_gpt":0.4835393007489018,"score_spread":0.2433330166022466,"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."}}