{"id":"W2951007602","doi":"10.1016/j.visres.2019.01.009","title":"Face perception loves a challenge: Less information sparks more attraction","year":2019,"lang":"en","type":"article","venue":"Vision Research","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Psychology; Attractiveness; Perception; Cognitive psychology; Stimulus (psychology); Face perception; Fluency; Contrast (vision); Illusion; Attraction; Social psychology; Communication; Artificial intelligence; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001180268,0.0001273964,0.0001434953,0.0005272694,0.0002975768,0.00006560014,0.000281426,0.0003660001,0.01704508],"category_scores_gemma":[0.00002585569,0.0001207275,0.00006783164,0.0002855703,0.0001857745,0.0007831588,0.00008458315,0.0008882625,0.03500374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206693,"about_ca_system_score_gemma":0.00002848671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045404,"about_ca_topic_score_gemma":0.00001303187,"domain_scores_codex":[0.9979212,0.0003830254,0.0002831249,0.0003517914,0.0006100018,0.0004508244],"domain_scores_gemma":[0.9988589,0.0001322408,0.00007436927,0.0005727098,0.0002619468,0.00009985467],"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":[0.00292593,0.003113383,0.06254054,0.0002397795,0.0001243639,0.00004568144,0.05122467,0.0002042946,0.01363233,0.04851099,0.3229339,0.4945041],"study_design_scores_gemma":[0.0009175412,0.0006047123,0.9177173,0.00003944769,0.000005556952,0.00002844732,0.01525861,0.0002832236,0.00001123128,0.0004008333,0.06457299,0.0001600729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162684,0.0001527997,0.0003818178,0.002624457,0.0009808602,0.0006136058,0.00001094539,0.00009188343,0.07887524],"genre_scores_gemma":[0.9825378,0.00007069368,0.00006330146,0.0001251174,0.000145963,0.00006023195,0.0001146,0.0000163941,0.01686591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8551768,"threshold_uncertainty_score":0.9838535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341183029645981,"score_gpt":0.487375529882196,"score_spread":0.3532572269175979,"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."}}