{"id":"W4221062482","doi":"10.35634/2587-9030-2022-6-1-29-41","title":"INSTITUTIONS OF PROFESSIONAL ASSISTANCE TO FAMILIES WITH CHILDREN IN THE ESTIMATES OF THE VOLOGDA OBLAST POPULATION","year":2022,"lang":"en","type":"article","venue":"Вестник Удмуртского университета Социология Политология Международные отношения","topic":"Psychology of Development and Education","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Population; Minor (academic); Quarter (Canadian coin); Marital status; Psychology; Sociology; Demography; Geography; Political science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.001229731,0.0004656453,0.0006108261,0.0005939401,0.0008485878,0.00002773044,0.001720966,0.0001843705,0.0007566587],"category_scores_gemma":[0.0002348262,0.0003114223,0.0001710025,0.002929107,0.0005562596,0.0002149174,0.0003598217,0.0008419573,0.00004548664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205419,"about_ca_system_score_gemma":0.0005550386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008909293,"about_ca_topic_score_gemma":0.001000943,"domain_scores_codex":[0.9956407,0.0007122955,0.00109646,0.000787379,0.001026646,0.0007365114],"domain_scores_gemma":[0.9972471,0.0004124774,0.0007266382,0.001309111,0.0001982991,0.0001063763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007058431,0.001811392,0.9433856,0.0000566458,0.0001940327,0.000007162555,0.01936213,0.001089728,0.0006059015,0.01154915,0.0188139,0.002418494],"study_design_scores_gemma":[0.001296676,0.0003581544,0.9858806,0.0001363942,0.00007358085,0.0001039943,0.007254825,0.00001108288,0.0002337835,0.001144657,0.003124144,0.0003820827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810264,0.0003472079,0.0001779755,0.005759471,0.002472496,0.001813447,0.0001872627,0.00007082122,0.00814493],"genre_scores_gemma":[0.9947936,0.000009781074,0.001167291,0.001271264,0.0001224459,0.0009012294,0.0002305064,0.00005027474,0.001453588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04249501,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789254989550707,"score_gpt":0.3413511291485723,"score_spread":0.3134585792530653,"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."}}