{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003031649,0.0001810664,0.0001739125,0.0001543268,0.0007272278,0.00008254879,0.0001848689,0.00008128252,0.01205869],"category_scores_gemma":[0.0001509587,0.0001776307,0.0002032324,0.0002411517,0.00006837198,0.0002674542,0.00004839625,0.000288243,0.0006638575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020661,"about_ca_system_score_gemma":0.0000191853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003978949,"about_ca_topic_score_gemma":0.0000192536,"domain_scores_codex":[0.9983472,0.0002584218,0.0002301314,0.0004990865,0.0003394196,0.0003258048],"domain_scores_gemma":[0.9994395,0.0001430604,0.0001016778,0.0001768639,0.00006295088,0.00007595855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000174078,0.00007268044,0.0006745188,0.00002322759,0.000005348774,0.000001014551,0.00189323,0.00005635024,0.9646275,0.00001208833,0.007323863,0.0251361],"study_design_scores_gemma":[0.009485657,0.002709904,0.03592598,0.0001262748,0.0002540792,0.0001404636,0.0203218,0.03909488,0.04299727,0.003882579,0.8424715,0.00258957],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896589,0.00001391965,0.001171412,0.0009285105,0.001086466,0.00101258,0.0002801764,0.0002539683,0.005594087],"genre_scores_gemma":[0.9889122,0.00009613731,0.0006629627,0.007134258,0.0002535796,0.0006402077,0.0001356548,0.00003555425,0.002129469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9216302,"threshold_uncertainty_score":0.9888445,"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."}}