{"id":"W1995766908","doi":"10.3389/fnhum.2012.00143","title":"Social attention with real versus reel stimuli: toward an empirical approach to concerns about ecological validity","year":2012,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":306,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Leverhulme Trust","keywords":"Psychology; Schematic; Social cognition; Cognitive psychology; Cognition; Social neuroscience; Ecological validity; Cognitive science; Neuroscience","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":[0.1443871,0.001064005,0.002726354,0.005054683,0.003384128,0.006613767,0.005482539,0.003290753,0.004258213],"category_scores_gemma":[0.3103096,0.0009158424,0.001406001,0.003281052,0.03982311,0.01349201,0.01243503,0.00456668,0.0006152094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454056,"about_ca_system_score_gemma":0.001621098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766209,"about_ca_topic_score_gemma":0.002204058,"domain_scores_codex":[0.8937447,0.06259567,0.005255797,0.01457593,0.02285266,0.0009753102],"domain_scores_gemma":[0.7792686,0.1734757,0.01532098,0.02169982,0.009384795,0.0008500749],"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":[0.001404576,0.000986931,0.07207123,0.009999069,0.002080737,0.0009039434,0.05797206,0.002134527,0.01469789,0.5309433,0.004151574,0.3026542],"study_design_scores_gemma":[0.0003626887,0.001266271,0.1232134,0.003909833,0.0006294691,0.001586421,0.01455811,0.005695627,0.009295882,0.8011925,0.03800354,0.000286273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3405063,0.04329757,0.3986421,0.02473729,0.001322514,0.003710067,0.0004466802,0.0002761534,0.1870614],"genre_scores_gemma":[0.9206266,0.006686098,0.05337087,0.00856655,0.001272655,0.006114544,0.0003079341,0.0002784554,0.002776293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1443871,"threshold_uncertainty_score":0.7636013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3655404108782574,"score_gpt":0.4185083003779115,"score_spread":0.05296788949965414,"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."}}