{"id":"W4407773884","doi":"10.34755/irok.2021.71.41.015","title":"Зарубежный опыт развития системы социальной сферы","year":2021,"lang":"ru","type":"article","venue":"Aktualʹnye voprosy sovremennoj èkonomiki.","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001220803,0.001009381,0.001110127,0.0001980869,0.002092357,0.001236752,0.00131463,0.0009525495,0.02818692],"category_scores_gemma":[0.0004657221,0.001076068,0.0007943477,0.002201666,0.0008121142,0.001002877,0.0004105621,0.001153564,0.007432028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096107,"about_ca_system_score_gemma":0.003516796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684228,"about_ca_topic_score_gemma":0.004245292,"domain_scores_codex":[0.9921714,0.000705494,0.001447267,0.001984561,0.001334145,0.002357152],"domain_scores_gemma":[0.9953819,0.0002206772,0.0006535969,0.001458375,0.0009454932,0.001339943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001873635,0.00399365,0.01903852,0.0003806501,0.001062217,0.0002496986,0.1279956,0.0000419206,0.01068317,0.1542692,0.6202139,0.06188405],"study_design_scores_gemma":[0.001503572,0.0001246395,0.01063311,0.0001658157,0.0002638342,0.00003196678,0.06541288,0.00005949485,0.003527845,0.003118177,0.9137345,0.001424171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.413544,0.01133005,0.0001064854,0.08069959,0.02018218,0.002328781,0.0003936981,0.0008328512,0.4705824],"genre_scores_gemma":[0.7740415,0.002667469,0.0008399975,0.006254302,0.006491854,0.0001476002,0.0003899557,0.0001568356,0.2090105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3604975,"threshold_uncertainty_score":0.9998001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715960991314627,"score_gpt":0.3038485603819328,"score_spread":0.2766889504687865,"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."}}