{"id":"W3159795002","doi":"10.1016/j.brainres.2021.147505","title":"The early processing of fearful and happy facial expressions is independent of task demands – Support from mass univariate analyses","year":2021,"lang":"en","type":"article","venue":"Brain Research","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Univariate; Facial expression; Psychology; Task (project management); Cognitive psychology; Univariate analysis; Statistics; Fixation (population genetics); Communication; Mathematics; Multivariate analysis; Multivariate statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002942838,0.0008195798,0.000810063,0.0006316752,0.0006822603,0.001422676,0.0009045748,0.0004386701,0.008590576],"category_scores_gemma":[0.01196184,0.0004860154,0.0009930019,0.0005845426,0.001216492,0.001948182,0.0009789015,0.001202794,0.001191166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727626,"about_ca_system_score_gemma":0.0007296337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057469,"about_ca_topic_score_gemma":0.003230505,"domain_scores_codex":[0.9987017,0.0002385665,0.0000840255,0.0004108362,0.0003662031,0.0001986225],"domain_scores_gemma":[0.9887336,0.007513728,0.0009948716,0.001677077,0.0005846323,0.0004960534],"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":[0.01174051,0.0007438488,0.06208786,0.0004572912,0.0005051324,0.0007181204,0.001868814,0.001278196,0.8584235,0.002398336,0.001381803,0.05839653],"study_design_scores_gemma":[0.0000748677,0.001070203,0.9348055,0.00002191003,0.000192634,0.0007623909,0.0002267007,0.005391303,0.05343351,0.002868547,0.001096883,0.00005551272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95086,0.0002357559,0.03972236,0.0002648595,0.00009731972,0.0001169711,0.0008317948,0.0003830588,0.007487807],"genre_scores_gemma":[0.9853785,0.000103365,0.01001643,0.0001293713,0.0001041277,0.0001949634,0.0005371445,0.0004223387,0.003113882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008590576,"threshold_uncertainty_score":0.02873838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247677099445196,"score_gpt":0.456271057942528,"score_spread":0.208593958497332,"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."}}