{"id":"W2525900913","doi":"10.3389/conf.fpsyg.2015.65.00041","title":"The feasibility of using pupillometry to measure cognitive effort in aphasia: Evidence from a working memory span task","year":2015,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Aphasia; Psychology; Working memory; Pupillometry; Cognition; Memory span; Cognitive psychology; Task (project management); Cognitive skill; Context (archaeology); Developmental psychology; Pupil; Psychiatry; Neuroscience","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":[0.003492978,0.0007075318,0.000436271,0.0006911307,0.0003762566,0.0006421926,0.000595225,0.0009807714,0.001767213],"category_scores_gemma":[0.01537659,0.0002997463,0.0002723472,0.000303756,0.001323634,0.001083081,0.0006582651,0.0008717207,0.0006041494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385078,"about_ca_system_score_gemma":0.0003198848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097671,"about_ca_topic_score_gemma":0.0009685659,"domain_scores_codex":[0.9984912,0.0006668345,0.0001326537,0.0003230424,0.0003098635,0.0000765409],"domain_scores_gemma":[0.9882101,0.008168349,0.001581089,0.001043968,0.0007005199,0.0002960605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02267054,0.004986913,0.5434197,0.0009939453,0.0007477787,0.001820577,0.003598498,0.001109792,0.2470927,0.001119811,0.001398354,0.1710414],"study_design_scores_gemma":[0.0007139734,0.009338132,0.9567306,0.00007007403,0.0001879902,0.003315978,0.0005253015,0.002652992,0.02321324,0.001615715,0.001587458,0.00004852433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905769,0.0005587346,0.005254317,0.0001418066,0.00004321067,0.0001748606,0.0001720351,0.000034136,0.003044075],"genre_scores_gemma":[0.9961945,0.0002673266,0.002519264,0.0001222093,0.00002812611,0.0001833372,0.0001147916,0.00001933142,0.0005511466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492978,"threshold_uncertainty_score":0.01847285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803961012314602,"score_gpt":0.3971513545704944,"score_spread":0.2167552533390342,"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."}}