{"id":"W4220714892","doi":"10.2196/31557","title":"The Disparity and Dynamics of Social Distancing Behaviors in Japan: Investigation of Mobile Phone Mobility Data","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Social distance; Distancing; Population; Mobile phone; Phone; Psychology; Social psychology; Entertainment; Sociology; Demography; Medicine; Computer science; Political science; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009445534,0.0002818228,0.0003588002,0.002083848,0.0005698598,0.0007782358,0.0004506802,0.0003886594,0.0004899809],"category_scores_gemma":[0.003232383,0.0002048754,0.0004501637,0.003143505,0.0003997496,0.0009830002,0.001211995,0.0004287905,0.0001189724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008164591,"about_ca_system_score_gemma":0.0007092495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03877692,"about_ca_topic_score_gemma":0.04764169,"domain_scores_codex":[0.9992154,0.0002082261,0.0001243743,0.0001705903,0.0001358918,0.0001455539],"domain_scores_gemma":[0.9978339,0.0004709807,0.0009195294,0.0002199955,0.0003525079,0.0002031921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002811851,0.00003145819,0.9914213,0.00004165824,0.00004710496,0.0001696449,0.001596949,0.0003347623,0.0003667364,0.0001346418,0.0002746944,0.005552966],"study_design_scores_gemma":[0.000001729834,0.00002243361,0.9937211,0.00001253591,0.0000241914,0.00009202423,0.002747039,0.002712061,0.00007196949,0.00007145214,0.0005132878,0.0000102122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986081,0.00008350056,0.0003263778,0.00008800472,0.000004529876,0.00001318071,0.0005298491,0.000005614719,0.0003408008],"genre_scores_gemma":[0.99847,0.00009404997,0.0004329091,0.0000219382,0.000008860572,0.00001986735,0.0008345353,0.000002582516,0.0001153125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03877692,"threshold_uncertainty_score":0.07710248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016616477872326,"score_gpt":0.3263446900981441,"score_spread":0.3061785253194209,"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."}}