{"id":"W3206810096","doi":"10.1371/journal.pone.0257728","title":"Brief exposure to social media during the COVID-19 pandemic: Doom-scrolling has negative emotional consequences, but kindness-scrolling does not","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coping (psychology); Social media; Scrolling; Optimism; Psychology; 2019-20 coronavirus outbreak; Kindness; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social psychology; Medicine; Clinical psychology; Computer science; Political science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001152912,0.0001703181,0.000289599,0.00008319069,0.002737423,0.0005692439,0.00033776,0.0001692957,0.00128611],"category_scores_gemma":[0.007004957,0.0001276561,0.00009464274,0.0005081045,0.000611701,0.0004906901,0.00008981428,0.0003231398,0.00007873413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327788,"about_ca_system_score_gemma":0.001510503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006908471,"about_ca_topic_score_gemma":0.004730152,"domain_scores_codex":[0.9972028,0.0003724669,0.0004206557,0.0002770239,0.001231513,0.0004955596],"domain_scores_gemma":[0.9978268,0.0009761634,0.0002067599,0.0001656589,0.0003960145,0.0004285624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002776589,0.0005328594,0.01162897,0.0002297017,0.0004350294,0.00006283294,0.8894265,0.0005346572,0.08067761,0.01407058,0.0009875619,0.001136074],"study_design_scores_gemma":[0.01036896,0.0002176993,0.07424993,0.00110064,0.0005861106,0.00007927462,0.6218279,0.0005185797,0.228643,0.02370957,0.03537637,0.003321945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624568,0.00005781594,0.000319132,0.03377701,0.0002525011,0.0003353921,0.0002162932,0.000151175,0.002433927],"genre_scores_gemma":[0.989826,0.0001204525,0.0007956998,0.006403944,0.001052878,0.00001350751,0.00002077485,0.00001377624,0.001753022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2675986,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834501159948091,"score_gpt":0.3223436886217711,"score_spread":0.138893572626962,"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."}}