{"id":"W26566354","doi":"10.3346/jkms.2015.30.s1.s25","title":"Управленческие инструменты деятельности центров содействия занятости выпускников","year":2010,"lang":"en","type":"article","venue":"Высшее образование в России","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Centers for Disease Control and Prevention","keywords":"Business; State (computer science); Professional services; Public relations; Labour economics; Political science; Economics; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002279682,0.0005994618,0.0004931875,0.0001658535,0.0002570779,0.0001054554,0.0004924509,0.0003107857,0.001328546],"category_scores_gemma":[0.00006463725,0.0005966663,0.0002150542,0.0003184214,0.0001791458,0.0003041608,0.0001681366,0.001015697,0.001663879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077345,"about_ca_system_score_gemma":0.00001340843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009571814,"about_ca_topic_score_gemma":0.000482605,"domain_scores_codex":[0.9976435,0.00001951728,0.0004784168,0.000495832,0.000424275,0.0009385137],"domain_scores_gemma":[0.9987047,0.0001007982,0.00004942651,0.0007879349,0.00002629602,0.0003307997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006322541,0.0006717367,0.04677324,0.0006728398,0.001155277,0.0002453297,0.002468469,0.03832622,0.4782369,0.004168139,0.1518832,0.2753355],"study_design_scores_gemma":[0.00243988,0.0002749392,0.3357175,0.0001481624,0.000196162,0.0002039499,0.0006148159,0.01289355,0.03549264,0.001090459,0.6074849,0.003443048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8318362,0.001191802,0.00263975,0.0003166899,0.004562876,0.0003894219,0.00004356035,0.0026847,0.156335],"genre_scores_gemma":[0.99324,0.0004153776,0.00260353,0.0001321116,0.0006164573,0.00009646163,0.00003308706,0.0001912151,0.002671761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4556017,"threshold_uncertainty_score":0.9996485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001063811077719075,"score_gpt":0.1200268660461636,"score_spread":0.1189630549684445,"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."}}