{"id":"W2781836017","doi":"10.1016/j.jneuroling.2017.12.007","title":"Cognitive effort during a short-term memory (STM) task in individuals with aphasia","year":2018,"lang":"en","type":"article","venue":"Journal of Neurolinguistics","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canada Foundation for Innovation","keywords":"Aphasia; Task (project management); Term (time); Cognitive psychology; Cognition; Short-term memory; Psychology; Computer science; Working memory; Neuroscience; Engineering","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":[0.0003237748,0.0002365756,0.0003990749,0.0003770886,0.0001375296,0.00005435701,0.0003997106,0.00009853348,0.00002788633],"category_scores_gemma":[0.002540301,0.0001808393,0.00009115726,0.0003337761,0.0004331977,0.00009561762,0.00009524549,0.000675516,0.00001342256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002317484,"about_ca_system_score_gemma":0.0001239451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002453148,"about_ca_topic_score_gemma":0.00001216299,"domain_scores_codex":[0.9980253,0.0001543455,0.0006399316,0.0003435456,0.0004145507,0.0004223009],"domain_scores_gemma":[0.9985477,0.0004072885,0.0004042978,0.0001936093,0.0002942108,0.0001528814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00105456,0.000542738,0.07193147,0.00007324551,0.00004657398,0.5616819,0.004835967,0.00002582946,0.3587233,0.00001844823,0.00008159645,0.0009842889],"study_design_scores_gemma":[0.007780155,0.006776711,0.04799029,0.0008939806,0.0003681345,0.526563,0.0005118424,0.0001034845,0.4058544,0.0007977171,0.001235578,0.001124661],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970806,0.00004676317,0.00002769266,0.00006789623,0.0007666481,0.0001720002,0.00002120952,0.00002509722,0.00179215],"genre_scores_gemma":[0.9970192,0.00004099034,0.000161156,0.001199159,0.001488198,0.00000190405,9.458159e-7,0.0000360247,0.00005238889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04713106,"threshold_uncertainty_score":0.7374411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623405052796736,"score_gpt":0.3057721691616949,"score_spread":0.2795381186337275,"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."}}