{"id":"W4221026535","doi":"10.3389/fpsyg.2022.807667","title":"Boredom and Media Multitasking","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boredom; Human multitasking; Mind-wandering; Psychology; Mood; Trait; Task (project management); Distraction; Cognitive psychology; Cognition; Social psychology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565586,0.0000522029,0.00008525752,0.0001446059,0.0001135844,0.000007562124,0.0001175438,0.00002601376,0.0000915672],"category_scores_gemma":[0.00008144869,0.00005661295,0.00001500446,0.0001640686,0.00007698537,0.00003534219,0.00006351927,0.0001841268,0.000003268877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633162,"about_ca_system_score_gemma":0.000004603833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004587343,"about_ca_topic_score_gemma":0.00000159056,"domain_scores_codex":[0.9992458,0.0001291589,0.0001006128,0.0002785067,0.00008594931,0.0001599212],"domain_scores_gemma":[0.9997901,0.00003411905,0.00003129159,0.000115466,0.000001971029,0.00002702422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003090118,0.0003972352,0.1720603,0.00001851886,0.000009982983,0.0003947165,0.005097592,0.0001162638,0.08505252,0.00226844,0.1784056,0.5558698],"study_design_scores_gemma":[0.01187793,0.0007003965,0.2158027,0.0000366748,0.00003110712,0.0009206703,0.006880502,0.0134406,0.007878227,0.1404613,0.6006714,0.001298522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673774,0.0007673393,0.01721369,0.001346951,0.007464209,0.0001410922,0.00001754227,0.00005827874,0.005613505],"genre_scores_gemma":[0.996383,0.00007982287,0.002324285,0.001063319,0.00003494027,0.00002518044,0.00000237343,0.000007618723,0.0000794736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5545713,"threshold_uncertainty_score":0.2308609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306798726169806,"score_gpt":0.2976525657396431,"score_spread":0.2669726931226625,"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."}}