{"id":"W4407297494","doi":"10.1080/13506285.2025.2462043","title":"A perceptual advantage for social groups in interactive configurations","year":2024,"lang":"en","type":"article","venue":"Visual Cognition","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University; Université du Québec à Montréal; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Perception; Cognitive psychology; Communication; Social psychology; Cognitive science; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001095173,0.0001083495,0.00009813069,0.0002373717,0.0001494118,0.0001394343,0.00004099025,0.0000791177,0.001114219],"category_scores_gemma":[0.0001588412,0.0001121285,0.0000830296,0.0002760188,0.00006488786,0.0005361862,0.00001194903,0.0001767705,0.0006726983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006939215,"about_ca_system_score_gemma":0.00003519512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003879626,"about_ca_topic_score_gemma":0.00003765892,"domain_scores_codex":[0.9990771,0.0001065045,0.0001850727,0.0003168833,0.0001352722,0.0001791753],"domain_scores_gemma":[0.9995375,0.0003239397,0.00002669054,0.00002862323,0.00004810195,0.00003518991],"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":[0.0001617993,0.0001671956,0.000004702473,0.00006569306,0.000004842896,0.0000106029,0.004505783,0.000001037271,0.9441156,0.004596723,0.0006158739,0.04575019],"study_design_scores_gemma":[0.008687416,0.003066591,0.01232161,0.001323904,0.0003619656,0.0002794559,0.05353117,0.1521629,0.6739115,0.05004462,0.041701,0.002607868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749922,0.0000119474,0.0106893,0.0007228058,0.0006564231,0.0007591663,0.0003815047,0.0002682842,0.01151835],"genre_scores_gemma":[0.9982894,0.00002376784,0.0000406308,0.0006230309,0.0002604895,0.0002274798,0.0002605415,0.0000197733,0.0002548846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2702041,"threshold_uncertainty_score":0.9997989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777538186747883,"score_gpt":0.4019821200136702,"score_spread":0.3242283013388819,"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."}}