{"id":"W7067391790","doi":"","title":"Mug Shots: Systematic Biases in the Perception of Facial Orientation within Pictorial Spaces","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Observer (physics); Perception; Orientation (vector space); Point (geometry); Face (sociological concept); Face perception; Visual perception","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008500364,0.0003458686,0.0005711568,0.001238256,0.0001424582,0.0001143836,0.0008265146,0.0003628005,0.0004732405],"category_scores_gemma":[0.00003977757,0.0003259167,0.0002393239,0.001729779,0.0002752134,0.0006193346,0.0002107647,0.0002634004,0.0002658988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059748,"about_ca_system_score_gemma":0.00009705728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005386531,"about_ca_topic_score_gemma":0.0005922514,"domain_scores_codex":[0.9982889,0.0002788156,0.0002547507,0.00051456,0.0003446341,0.0003183401],"domain_scores_gemma":[0.9986256,0.0003546322,0.0004652921,0.0004522541,0.00002254394,0.00007961797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001158571,0.0008457036,0.02112633,0.002339469,0.00132791,0.0009215929,0.02537229,0.00005233709,0.000004512968,0.08700724,0.8593132,0.0005307643],"study_design_scores_gemma":[0.002649808,0.000318614,0.003405794,0.003888852,0.0004386185,0.000008599533,0.37419,0.00001175722,0.000001255526,0.0001965821,0.6139914,0.0008987476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01682119,0.0002066628,0.00002839711,0.0001124754,0.00222704,0.001120607,0.001716481,0.0006099801,0.9771572],"genre_scores_gemma":[0.1872887,0.0001842016,0.00005564939,0.00003975298,0.0005279243,0.000001656444,0.0004811046,0.0002717109,0.8111493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3488177,"threshold_uncertainty_score":0.9999193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137898712287811,"score_gpt":0.2336591255258532,"score_spread":0.2022801384029751,"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."}}