{"id":"W4388501904","doi":"10.15407/socium2023.03.137","title":"Digest of U-Report surveys: third quarter of 2023 (domestic tourism, radiation and nuclear safety, financial literacy)","year":2023,"lang":"en","type":"article","venue":"Ukrainian society","topic":"Diverse Topics in Contemporary Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Financial literacy; Tourism; Business; Finance; Political science; Geography","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":[0.004434693,0.00009954716,0.0002530738,0.00007066906,0.0002757159,0.00005510382,0.0002522903,0.0001724633,0.0001942344],"category_scores_gemma":[0.0009353721,0.0001053038,0.0001585642,0.0007368673,0.0005919397,0.0002972143,0.0001250423,0.0001839237,0.00004114474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006058558,"about_ca_system_score_gemma":0.0003780831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253699,"about_ca_topic_score_gemma":0.00009997266,"domain_scores_codex":[0.9980382,0.0003873155,0.0003879228,0.0002512776,0.0006285843,0.0003066626],"domain_scores_gemma":[0.998647,0.0005868535,0.0002007196,0.0002358771,0.0002144802,0.0001150078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005742296,0.0001902236,0.09394425,0.0002726072,0.0001759651,0.0002007583,0.7708086,0.000008272797,0.0003384053,0.0116217,0.09006208,0.03231967],"study_design_scores_gemma":[0.000989173,0.0001775843,0.3420437,0.00009835712,0.00002519724,0.00000401935,0.01525935,0.0002688183,0.0000220906,0.001473802,0.6393289,0.0003090636],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881745,0.0001260167,0.00001849178,0.003190222,0.0005351147,0.0004270569,0.0001356906,0.000107635,0.1072852],"genre_scores_gemma":[0.9938832,0.00051103,0.0001857172,0.00006506425,0.0002706324,0.000004998199,0.00003243859,0.00001236204,0.00503458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7555493,"threshold_uncertainty_score":0.4294163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367217391988677,"score_gpt":0.3455561623644868,"score_spread":0.3118839884446,"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."}}