{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167685,0.0003713304,0.0002964482,0.0004765422,0.0004448852,0.001235309,0.000264441,0.0003571776,0.001219639],"category_scores_gemma":[0.008242862,0.0002016076,0.0003352725,0.000199889,0.0005626533,0.0004735073,0.001422885,0.0006635449,0.0001277365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691028,"about_ca_system_score_gemma":0.0001857096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005004737,"about_ca_topic_score_gemma":0.001209042,"domain_scores_codex":[0.9990858,0.0002749059,0.00010608,0.0002015706,0.0002353643,0.0000962921],"domain_scores_gemma":[0.9925866,0.002395873,0.002537228,0.0008490976,0.0004409266,0.001190387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004867055,0.002012764,0.7074665,0.0009564679,0.000628964,0.001062449,0.01049869,0.0006286656,0.1948343,0.001626177,0.0008064255,0.07461151],"study_design_scores_gemma":[0.00002977744,0.0006982277,0.9924442,0.00003325463,0.0000501792,0.0005125708,0.0008179481,0.000406558,0.003605461,0.0006990155,0.0006692915,0.00003344075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957994,0.0002968779,0.001828288,0.00004747329,0.00001912177,0.00003713631,0.00006734689,0.0000162382,0.001888122],"genre_scores_gemma":[0.9985624,0.0001022254,0.0007995597,0.00004932185,0.00001593717,0.00003716609,0.00009229379,0.000005759391,0.0003353279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001235309,"threshold_uncertainty_score":0.006175399,"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."}}