{"id":"W3097398644","doi":"10.15407/socium2020.03.157","title":"Digest of U-Report surveys: 3rd quarter of 2020 (youth health concerns, distance learning, and work during pandemic, volunteering during quarantine, youth participation in local elections)","year":2020,"lang":"en","type":"article","venue":"Ukrainian society","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Quarantine; Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Youth work; Economic growth; Public relations; Psychology; Medical education; Geography; Medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223963,0.0001929005,0.000650824,0.0000590709,0.0001108685,0.00002523735,0.0001114693,0.0001280671,0.00002629286],"category_scores_gemma":[0.0003740806,0.0002425687,0.0001483476,0.0005932607,0.000149263,0.0001887365,0.00005986249,0.0003876371,0.000004322338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353168,"about_ca_system_score_gemma":0.00008695952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009463318,"about_ca_topic_score_gemma":0.0002014287,"domain_scores_codex":[0.9977458,0.00008557289,0.001171059,0.0004807182,0.00008697632,0.0004299016],"domain_scores_gemma":[0.9986466,0.00009484963,0.0008780632,0.0001792871,0.0000394944,0.0001617046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003767508,0.00003360224,0.8696938,0.0002827152,0.00004179771,0.000001909984,0.1287163,0.0008846939,0.00008671386,0.0000163815,0.000007244514,0.0001971999],"study_design_scores_gemma":[0.001537839,0.0001008376,0.9884025,0.0001715564,0.00001076817,0.000003057653,0.006928835,0.001990929,0.0001426644,0.00001019775,0.0004149583,0.0002858569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944208,0.001083493,0.003475678,0.0004071495,0.00008282643,0.0002336861,0.0001086995,0.00005629469,0.0001313247],"genre_scores_gemma":[0.9991462,0.0004695392,0.00007454171,0.00009845094,0.00009479572,0.000008762619,0.00003022056,0.0000307529,0.00004671013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1217875,"threshold_uncertainty_score":0.9891664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292288257869289,"score_gpt":0.2817055013985306,"score_spread":0.2387826188198377,"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."}}