{"id":"W2109339578","doi":"10.3109/01942638.2011.653626","title":"Recognition of Facial Expressions of Emotion in Adults with Down Syndrome","year":2012,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Pediatrics","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Down Syndrome Research Foundation; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Psychology; Facial expression; CLIPS; Odds; Motion (physics); Perception; Developmental psychology; Identification (biology); Facial recognition system; Emotional expression; Cognitive psychology; Communication; Logistic regression; Artificial intelligence; Medicine; Pattern recognition (psychology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355813,0.0001933766,0.0002124279,0.0003648364,0.0001429673,0.0003059303,0.00007866148,0.0002776175,0.0009616127],"category_scores_gemma":[0.002991517,0.0001102323,0.0001526566,0.0001092427,0.0001490238,0.0003102083,0.000252187,0.0002009655,0.0001682987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130731,"about_ca_system_score_gemma":0.00007344243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968008,"about_ca_topic_score_gemma":0.002145189,"domain_scores_codex":[0.9997128,0.00008130893,0.00003405895,0.00005123466,0.00008199753,0.000038632],"domain_scores_gemma":[0.998976,0.0003604633,0.0004099212,0.00004337323,0.0001177347,0.0000925293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004402168,0.00004539091,0.976777,0.00004150015,0.00001819204,0.0005971752,0.001020754,0.00004159183,0.008260641,0.00002566972,0.000191553,0.01254023],"study_design_scores_gemma":[0.000004516929,0.0002511714,0.9951066,0.00001210727,0.00001113501,0.002463782,0.0007665611,0.0001553458,0.001061737,0.00001643982,0.0001470282,0.000003662228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995535,0.000102578,0.0000382488,0.00001676454,0.00000219126,0.000002583184,0.00002639649,0.000001115839,0.0002565666],"genre_scores_gemma":[0.9995691,0.0001361339,0.000103422,0.00001745647,0.000002774082,0.000003222447,0.00004720211,4.829761e-7,0.0001202135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001968008,"threshold_uncertainty_score":0.003913164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06821564705928466,"score_gpt":0.359849782459865,"score_spread":0.2916341354005804,"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."}}