{"id":"W3164662003","doi":"10.15407/socium2021.01.114","title":"Digest of U-Report surveys: 1st quarter of 2021 (attitude of young people to elderly people, health- saving technologies in education, entrepreneurship)","year":2021,"lang":"en","type":"article","venue":"Ukrainian society","topic":"Socioeconomic and Demographic Analysis","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Elderly people; Gerontology; Entrepreneurship; Psychology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004442713,0.001048631,0.0008173317,0.004332633,0.0006663777,0.0009564629,0.0008168767,0.0009466904,0.01010849],"category_scores_gemma":[0.007710595,0.0006156634,0.001023331,0.004886901,0.0001893462,0.000793436,0.001510216,0.0007800266,0.008676244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395256,"about_ca_system_score_gemma":0.0025035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04203237,"about_ca_topic_score_gemma":0.03437337,"domain_scores_codex":[0.9976231,0.000659775,0.0004950326,0.0001930357,0.0007206299,0.0003084098],"domain_scores_gemma":[0.9897143,0.001173314,0.001884458,0.0006683454,0.005798092,0.0007614717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004896132,0.0005923425,0.3804429,0.001861202,0.0001749021,0.00009002964,0.0009711761,0.000382723,0.00125752,0.0004953888,0.5190391,0.09420301],"study_design_scores_gemma":[0.00003196158,0.0001965967,0.9078813,0.0001410134,0.00003421408,0.00007403094,0.0008816306,0.0002411757,0.0006816366,0.0000583046,0.08975523,0.00002285727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09505472,0.001590048,0.001821934,0.001721576,0.001360068,0.002621208,0.8776076,0.0006063556,0.01761644],"genre_scores_gemma":[0.1078819,0.00274056,0.00532652,0.001922411,0.0004948646,0.01147026,0.8215034,0.0002020344,0.04845801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04203237,"threshold_uncertainty_score":0.08357543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007617388631360929,"score_gpt":0.248519201776686,"score_spread":0.240901813145325,"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."}}