{"id":"W4322008954","doi":"10.31234/osf.io/5jzup","title":"Dynamic Face Perception: The Role of Expertise in Dual Processing of Features and Configuration","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Perception; Face perception; Dual (grammatical number); Biological motion; Viewpoints; Face (sociological concept); Generalization; Computer science; Psychology; Motion (physics); Cognitive psychology; Artificial intelligence; Computer vision; Neuroscience; Mathematics","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":[0.0007838703,0.0003096932,0.0002985841,0.0006297802,0.0002974385,0.001559266,0.0005018796,0.0009138406,0.003516964],"category_scores_gemma":[0.005391311,0.000190849,0.0002992763,0.0002726803,0.001532983,0.003151483,0.001408351,0.0008003269,0.0004362681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890229,"about_ca_system_score_gemma":0.0003264507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077552,"about_ca_topic_score_gemma":0.0004983689,"domain_scores_codex":[0.9993765,0.0001073315,0.00001964674,0.0002471805,0.0001704087,0.00007904926],"domain_scores_gemma":[0.9984894,0.0006065244,0.0002581551,0.0002627108,0.0001890963,0.0001940002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000625928,0.0002133091,0.03825867,0.0006217646,0.0001654685,0.002106461,0.007040375,0.005558234,0.295084,0.1863033,0.003383116,0.4606394],"study_design_scores_gemma":[0.00009791001,0.0005140706,0.295502,0.0002068367,0.0001235142,0.007357134,0.002948895,0.0498643,0.05852434,0.5703911,0.01426175,0.0002081427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319874,0.003789251,0.1859777,0.004206669,0.0002008688,0.00004644131,0.0001687701,0.0002153594,0.07340761],"genre_scores_gemma":[0.9844333,0.0004931906,0.01258376,0.0001807804,0.00007368979,0.00001073922,0.00004761561,0.00002317105,0.002153848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003516964,"threshold_uncertainty_score":0.01176542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535452930442852,"score_gpt":0.316025871777933,"score_spread":0.2706713424735045,"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."}}