{"id":"W4281383470","doi":"10.1177/03010066221098727","title":"Picture this: Photographers no better than controls for recognizing unfamiliar faces","year":2022,"lang":"en","type":"article","venue":"Perception","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Photography; Identity (music); Psychology; Face (sociological concept); Visual arts; Cognitive psychology; Aesthetics; Art; Sociology","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":[0.0008917681,0.0009239264,0.0008088725,0.001266681,0.0004262475,0.0007369705,0.0004900397,0.001518997,0.04649493],"category_scores_gemma":[0.001558063,0.0002733018,0.0003006662,0.0001752716,0.000785581,0.001526227,0.0006784083,0.001064462,0.004675924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004673,"about_ca_system_score_gemma":0.0002766177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374073,"about_ca_topic_score_gemma":0.001413043,"domain_scores_codex":[0.9993775,0.00004848267,0.00006631081,0.000284061,0.0001097439,0.0001138327],"domain_scores_gemma":[0.9982603,0.0003054079,0.0003932645,0.000367672,0.0001492274,0.0005240258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04964213,0.01338415,0.07110295,0.0006229494,0.0003204804,0.004236333,0.002144173,0.0002038907,0.767817,0.001702946,0.02501169,0.06381129],"study_design_scores_gemma":[0.001972559,0.03383298,0.8161846,0.0001414559,0.0003994162,0.006525435,0.003583123,0.00181373,0.1156795,0.003268668,0.01638514,0.0002132334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900801,0.00040248,0.0008172196,0.0005884931,0.0005848138,0.0001688637,0.001730697,0.0001901777,0.005437163],"genre_scores_gemma":[0.9611257,0.0002211399,0.0007622273,0.0006561708,0.0001097795,0.000200566,0.001489896,0.00005143646,0.03538308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04649493,"threshold_uncertainty_score":0.1555411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04422057510009478,"score_gpt":0.2813136374120391,"score_spread":0.2370930623119443,"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."}}