{"id":"W4413600111","doi":"10.64628/aam.tfy6edxh5","title":"As pandemic measures are lifted, social media use has declined with the exception of TikTok","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Social media; Social distance; Business; Advertising; Political science; Law; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003854437,0.0005519697,0.0004825982,0.00168546,0.002909004,0.006123466,0.00148218,0.002837926,0.03747691],"category_scores_gemma":[0.0117735,0.0002599444,0.0006703926,0.00211622,0.003075145,0.003803923,0.003613638,0.005779688,0.01947709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003403714,"about_ca_system_score_gemma":0.008618494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677275,"about_ca_topic_score_gemma":0.01686808,"domain_scores_codex":[0.9968286,0.0003000259,0.0001940448,0.0004075413,0.001203128,0.001066529],"domain_scores_gemma":[0.9869878,0.002390539,0.002078818,0.002333392,0.003543325,0.002666159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001609289,0.0003857312,0.04565839,0.002986285,0.000130265,0.00121929,0.007577888,0.001106544,0.01712123,0.1530783,0.3624502,0.4066767],"study_design_scores_gemma":[0.0000294196,0.0001187211,0.03971073,0.0003441043,0.00003490138,0.0004726191,0.003185061,0.0002739037,0.004580222,0.004276616,0.9469101,0.00006373363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1951124,0.01156685,0.01437145,0.09304693,0.01527686,0.0006123505,0.01626426,0.003875193,0.6498737],"genre_scores_gemma":[0.6180903,0.00692326,0.01176576,0.02599157,0.002152324,0.000420026,0.01535797,0.001416645,0.3178822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03747691,"threshold_uncertainty_score":0.1253728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422914983131707,"score_gpt":0.3344910186902345,"score_spread":0.1921995203770638,"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."}}