{"id":"W2972923339","doi":"10.1016/j.concog.2019.102812","title":"Anticipated, experienced, and remembered subjective effort and discomfort on sustained attention versus working memory tasks","year":2019,"lang":"en","type":"article","venue":"Consciousness and Cognition","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Task (project management); Feeling; Working memory; Recall; Anticipation (artificial intelligence); Cognitive psychology; Cognition; Developmental psychology; Social psychology","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":[0.0001366725,0.0001547492,0.0001659033,0.0001008443,0.0003020723,0.0001330216,0.00003939032,0.00007351901,0.00002533085],"category_scores_gemma":[0.00005707563,0.0001410052,0.00002659943,0.0001271704,0.0001854396,0.0002108785,0.0000555478,0.0001142869,0.000004768619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001716658,"about_ca_system_score_gemma":0.00001452914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574141,"about_ca_topic_score_gemma":0.00001533537,"domain_scores_codex":[0.9989228,0.00005175919,0.0001553927,0.0004767886,0.000167763,0.0002254846],"domain_scores_gemma":[0.9995801,0.0001181432,0.00008707427,0.0001106763,0.00002647634,0.00007753893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004563444,0.0003627258,0.0888661,0.0004823847,0.00006947098,0.0001273911,0.005347743,0.00002184607,0.7365322,0.008056551,0.00004456819,0.1555256],"study_design_scores_gemma":[0.05075914,0.005110662,0.3735944,0.003627711,0.0007721232,0.000588837,0.09313817,0.01940925,0.438118,0.009885104,0.0007540751,0.004242565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959783,0.00006727817,0.0001231302,0.00005845443,0.0003920108,0.0003754748,0.00000578331,0.00005535793,0.002944207],"genre_scores_gemma":[0.9994268,0.0001294316,0.000008996616,0.00008174378,0.00003997596,0.00003724072,0.00001731571,0.00001351745,0.0002450017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2984142,"threshold_uncertainty_score":0.5750024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302191807083739,"score_gpt":0.2734226760514385,"score_spread":0.2404007579806011,"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."}}