{"id":"W4360862221","doi":"10.1016/j.healthplace.2023.103019","title":"Canadian children's independent mobility during the COVID-19 pandemic: A national survey","year":2023,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Agricultural Research Institute of Ontario; BC Children's Hospital; University of British Columbia; University of Ottawa; Learning Partnership; Université de Sherbrooke; University of Lethbridge","funders":"University of Lethbridge; Heart and Stroke Foundation of Canada","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Context (archaeology); Psychological intervention; Psychology; Variables; Social environment; Regression analysis; Geography; Demography; Developmental psychology; Medicine; Sociology; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.008694968,0.0000925793,0.0001354178,0.00008791919,0.002100753,0.00006468352,0.0003667844,0.00009625779,0.0003354554],"category_scores_gemma":[0.0009231116,0.0000761862,0.00004557412,0.0007467754,0.0001624845,0.0001279588,0.00002338072,0.0002751526,0.00008159482],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404633,"about_ca_system_score_gemma":0.009510925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9440365,"about_ca_topic_score_gemma":0.9955474,"domain_scores_codex":[0.9974656,0.0006940716,0.0002637731,0.0003243891,0.0006379694,0.0006142302],"domain_scores_gemma":[0.998346,0.0005028294,0.00009122961,0.0001893707,0.00008919743,0.0007813814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001350401,0.00001496015,0.9916253,0.00002018447,0.000005527134,0.000001733913,0.00341234,0.00007323613,2.562571e-7,0.0001403465,0.004570252,0.0001223461],"study_design_scores_gemma":[0.000179019,0.000005473459,0.9774079,0.000003086657,0.000001182792,8.863111e-7,0.0003882717,0.00001460303,2.304636e-7,0.0004035582,0.02151606,0.00007972569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808827,0.0001260466,0.000009361896,0.0169324,0.0002206298,0.0005945878,0.0003942337,0.0001699448,0.0006700685],"genre_scores_gemma":[0.9946432,0.00009349619,0.000004624037,0.003257311,0.0001637991,0.00003259709,0.0001299304,0.000007237355,0.001667826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05151089,"threshold_uncertainty_score":0.9991984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08761035401705139,"score_gpt":0.3860565591541083,"score_spread":0.2984462051370569,"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."}}