{"id":"W4296836093","doi":"10.1057/s41599-022-01349-4","title":"COVID-19 confines recreational gatherings in Seoul to familiar, less crowded, and neighboring urban areas","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"National Research Foundation of Korea; National Research Foundation; National Science Foundation","keywords":"Recreation; Hierarchy; Geography; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Socioeconomics; Outbreak; Environmental planning; Political science; Sociology; Medicine; Ecology; Disease; Infectious disease (medical specialty); Biology","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"],"consensus_categories":[],"category_scores_codex":[0.001751833,0.00008450697,0.0001456811,0.0001871949,0.01083559,0.0002728863,0.0006442953,0.00003309728,0.0003728856],"category_scores_gemma":[0.0002477411,0.00009713567,0.00003687196,0.0005525094,0.001930578,0.0001811024,0.0003548408,0.0001614145,0.000001440998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574549,"about_ca_system_score_gemma":0.0005347452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05812978,"about_ca_topic_score_gemma":0.1656073,"domain_scores_codex":[0.9984654,0.0005090966,0.0002312166,0.0002303667,0.0003411918,0.0002226845],"domain_scores_gemma":[0.9990522,0.0005153014,0.00008128209,0.00019477,0.0000647463,0.00009171119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005789283,0.00007508315,0.03499336,0.00001178179,0.000008955773,4.532081e-7,0.2402637,0.0001690769,0.00001124864,0.7208832,0.0005646926,0.003012608],"study_design_scores_gemma":[0.0002120261,0.00004854349,0.02417629,0.00001052516,0.00001824831,7.145866e-7,0.4929394,0.0008500901,6.275412e-7,0.01052038,0.4709812,0.0002420349],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674269,0.001222623,0.0002712318,0.04180567,0.00009692954,0.000602474,0.0000809999,0.0001132383,0.08837996],"genre_scores_gemma":[0.9951832,0.0003275671,0.0001396954,0.002899091,0.00006379061,0.0001760356,0.00002152724,0.000004411506,0.001184625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7103629,"threshold_uncertainty_score":0.9904522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829608024191878,"score_gpt":0.3687834643307659,"score_spread":0.1858226619115781,"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."}}