{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002248405,0.0001047017,0.0001494305,0.00003077338,0.005410901,0.0001728829,0.0005340977,0.0001196548,0.0007361798],"category_scores_gemma":[0.006920244,0.0000647316,0.0000866679,0.001040064,0.003678821,0.0002938314,0.0001942912,0.0002318989,0.00007447281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957188,"about_ca_system_score_gemma":0.0007119211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169642,"about_ca_topic_score_gemma":0.0004012493,"domain_scores_codex":[0.9977127,0.0004594645,0.0002011039,0.0004375657,0.0006599661,0.0005291558],"domain_scores_gemma":[0.9982434,0.0009811909,0.00009762857,0.0001983953,0.0002218249,0.0002575672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008722895,0.00004986948,0.8232293,0.000005169997,0.00001225431,0.00001033594,0.03004491,0.0000571739,0.004265854,0.1404423,0.0008429713,0.001031169],"study_design_scores_gemma":[0.0008218394,0.00008936748,0.6724725,0.000008438516,0.00003407385,0.00003211147,0.0595588,0.0004262426,0.0001759401,0.1227251,0.1429908,0.0006648058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791951,0.001005049,0.003783044,0.0360123,0.0007358163,0.0003164871,0.000009096421,0.000369648,0.07857346],"genre_scores_gemma":[0.9934761,0.0004397411,0.0001034704,0.003805429,0.0003358347,0.0000203695,0.000001523698,0.000002904916,0.001814657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1507568,"threshold_uncertainty_score":0.9990326,"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."}}