{"id":"W2210603597","doi":"10.1177/1948550615609734","title":"The Face of Humanity","year":2015,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dehumanization; Psychology; Face perception; Perception; Categorization; Humanity; Face (sociological concept); Cognitive psychology; Social psychology; Artificial intelligence; Computer science; Neuroscience; 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":[0.0008761863,0.0002128683,0.0001919723,0.0003716654,0.0008827224,0.001826764,0.0002995329,0.0006657756,0.00514571],"category_scores_gemma":[0.002846862,0.00006011824,0.00011319,0.0002367675,0.006188921,0.002013587,0.001796407,0.00104368,0.0003896819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005135055,"about_ca_system_score_gemma":0.000346032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000685311,"about_ca_topic_score_gemma":0.0005726276,"domain_scores_codex":[0.9994249,0.0002274427,0.00001348476,0.0001486121,0.0001395186,0.00004603212],"domain_scores_gemma":[0.9990733,0.0003573385,0.0001365996,0.0002496991,0.0001157339,0.00006731406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003258166,0.00005621846,0.01665531,0.0006111149,0.0001117869,0.0007827221,0.03378802,0.0004710298,0.01962192,0.6099036,0.01427458,0.3033978],"study_design_scores_gemma":[0.00002813564,0.0004706464,0.0640789,0.0005583127,0.0001058935,0.006387774,0.02487618,0.0006546123,0.01156554,0.3921438,0.4990352,0.00009488211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4500015,0.02922446,0.02143462,0.02719616,0.001305106,0.00004200831,0.0002583723,0.0001046321,0.4704331],"genre_scores_gemma":[0.9848567,0.002538455,0.001308875,0.002907009,0.0002770202,0.0000156868,0.00004909702,0.00001723251,0.008029683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00514571,"threshold_uncertainty_score":0.01721406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3605253096526533,"score_gpt":0.437294918205412,"score_spread":0.07676960855275872,"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."}}