{"id":"W3166819885","doi":"10.15195/v8.a9","title":"Neighborhood Isolation during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Sociological Science","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swiss Re; Tamkeen; National Natural Science Foundation of China; York University; New York University Abu Dhabi","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Biology; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006087208,0.0001531785,0.0002376629,0.0005694958,0.001243335,0.0009676527,0.0004645813,0.0003942371,0.001449774],"category_scores_gemma":[0.003563037,0.0001477629,0.0003167191,0.0008947355,0.0003390927,0.001025746,0.001684778,0.0007036934,0.0001726298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056994,"about_ca_system_score_gemma":0.0006579953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05409767,"about_ca_topic_score_gemma":0.1241096,"domain_scores_codex":[0.9993235,0.0001812062,0.0000597664,0.0001497547,0.0001070605,0.0001786573],"domain_scores_gemma":[0.9985049,0.0001502614,0.0006277265,0.0001066172,0.0002289525,0.0003816604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001424901,0.00007894159,0.9869328,0.00002454918,0.0000657967,0.00007679176,0.002385034,0.0003231383,0.0001336427,0.0004647962,0.001480751,0.007891351],"study_design_scores_gemma":[0.000002034557,0.00003984375,0.996082,0.00002006225,0.00001383741,0.00003895935,0.002562307,0.0003501999,0.00004690981,0.0001126985,0.0007237964,0.000007272587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967951,0.0001635802,0.0001474536,0.0002559899,0.00001393912,0.00001193549,0.0005899169,0.000003458041,0.002018809],"genre_scores_gemma":[0.9989876,0.00008750279,0.00009696508,0.00004313778,0.00001054933,0.00001997194,0.0005175521,0.000002518811,0.0002340834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05409767,"threshold_uncertainty_score":0.1075656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238682550208233,"score_gpt":0.3849437924778366,"score_spread":0.2610755374570133,"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."}}