{"id":"W4408888094","doi":"10.1177/03010066251322631","title":"Face and word superiority effects: Parallel effects of visual expertise","year":2025,"lang":"en","type":"article","venue":"Perception","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pseudoword; Stimulus (psychology); Psychology; Cognitive psychology; Perception; Speech recognition; Audiology; Cognition; Computer science; Neuroscience","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":[0.001442939,0.0005209677,0.0005319192,0.0009406082,0.0002010647,0.0005594677,0.0004835968,0.000658736,0.01176827],"category_scores_gemma":[0.01868529,0.0003648138,0.0005122459,0.0003161833,0.0008582089,0.001820837,0.001384404,0.0007411664,0.0006958691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050464,"about_ca_system_score_gemma":0.0002048474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006711393,"about_ca_topic_score_gemma":0.0006620264,"domain_scores_codex":[0.9986118,0.0002628007,0.00009701849,0.0004739857,0.0004442657,0.0001100429],"domain_scores_gemma":[0.9752397,0.01756551,0.002346926,0.002053989,0.001232967,0.001560966],"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":[0.01453094,0.001904899,0.1648597,0.0009145405,0.000603553,0.002445802,0.00413074,0.001421346,0.6912673,0.002581114,0.0009064198,0.1144336],"study_design_scores_gemma":[0.0003874641,0.002415426,0.965627,0.00003211873,0.0001247524,0.001590106,0.0002630133,0.001625027,0.02272514,0.00422842,0.0009387808,0.00004284101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896006,0.0003182567,0.002171561,0.00009037169,0.00002131959,0.00008255838,0.0001961995,0.00004983765,0.007469276],"genre_scores_gemma":[0.9956545,0.0001116348,0.002096563,0.0001400401,0.00005627502,0.00004957735,0.0001657198,0.00007042942,0.001655389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176827,"threshold_uncertainty_score":0.03936881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457523465498468,"score_gpt":0.3041990473727199,"score_spread":0.2896238127177352,"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."}}