{"id":"W4414689148","doi":"10.1080/00221325.2025.2564992","title":"COVID-19 and Protective Equipment: Impact of the Obstruction of Facial Features on the Recognition of Emotional Facial Expressions in Children","year":2025,"lang":"en","type":"article","venue":"The Journal of Genetic Psychology","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Laurentian University; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disgust; Facial expression; Surprise; Happiness; Emotional expression; Sadness; Face (sociological concept); Facial Action Coding System","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003832707,0.00007758448,0.0001475188,0.0001657298,0.0001009486,0.000004056751,0.0001990723,0.00007673221,0.0001813506],"category_scores_gemma":[0.0007194037,0.00003810331,0.00009754489,0.0002430665,0.0003584621,0.00003201306,0.00003229234,0.0002784173,8.6675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004036423,"about_ca_system_score_gemma":0.0001187745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003854202,"about_ca_topic_score_gemma":0.00001185754,"domain_scores_codex":[0.9985021,0.0007831311,0.000345901,0.00009445391,0.0001860095,0.00008845155],"domain_scores_gemma":[0.9990828,0.000256488,0.0004432987,0.0001219542,0.00006449276,0.00003096534],"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":[0.001175958,0.0001992115,0.0120529,0.00001578668,0.00003683418,2.949794e-7,0.0018987,0.0006796267,0.9549409,0.00005551085,0.0003580659,0.02858619],"study_design_scores_gemma":[0.0009028823,0.0004036159,0.9493543,0.00008698154,0.00002356874,0.0001528063,0.0001631932,0.00001216053,0.03797825,0.01087457,0.0000130756,0.00003462891],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972209,0.00003766941,0.0003402745,0.001432062,0.0002236096,0.0003692584,0.00007104999,0.00000166604,0.0003035066],"genre_scores_gemma":[0.9993024,0.0002090809,0.00003031729,0.0004034784,0.00003423367,0.000004246423,7.228514e-7,0.000003060491,0.00001246262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9373013,"threshold_uncertainty_score":0.1985662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517283023573612,"score_gpt":0.3675063980275746,"score_spread":0.3123335677918385,"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."}}