{"id":"W2593402615","doi":"10.22363/2313-0660-2016-16-4-745-754","title":"Russian geological education in the world market (the case of Russian State Geological Prospecting University)","year":2016,"lang":"en","type":"article","venue":"Vestnik RUDN International Relations","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Far Eastern Federal University","keywords":"Promotion (chess); State (computer science); Political science; Prospecting; Geopolitics; Higher education; Natural resource; Vocational education; Resource (disambiguation); Sustainable development; Economic growth; Business; Engineering; Mining engineering; Politics; Economics","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":[0.0001445686,0.00008433281,0.00006961173,0.0001179278,0.00009186181,0.00001078742,0.0001704749,0.00003137422,0.0002951412],"category_scores_gemma":[0.00007393563,0.0000470683,0.00003093971,0.0002807987,0.00009847693,0.0001047576,0.00004121371,0.000144034,0.00003712797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487718,"about_ca_system_score_gemma":0.00001389555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006496914,"about_ca_topic_score_gemma":0.0003767016,"domain_scores_codex":[0.999494,0.00003635871,0.0001584575,0.0001023748,0.00009246657,0.0001163316],"domain_scores_gemma":[0.9995914,0.0002277546,0.0000345799,0.0001124517,0.00001113382,0.00002270723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004529203,0.0003702267,0.326823,0.00002522902,0.0002477769,0.0003170365,0.0016082,0.06358214,0.0003792247,0.5633497,0.008109436,0.03514271],"study_design_scores_gemma":[0.0002762634,0.00002443693,0.9570054,0.00006557126,0.00001644859,0.0001396792,0.000456624,0.006104894,0.00004189339,0.00361252,0.03211468,0.000141584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088927,0.0001054308,0.003795034,0.004056081,0.0003802172,0.0002121592,0.00002171805,0.00008451256,0.2824521],"genre_scores_gemma":[0.9884636,0.00005968996,0.0005526926,0.00002012901,0.00004627988,0.00001182498,0.000004068346,0.000006658624,0.01083502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6301824,"threshold_uncertainty_score":0.3231589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005985166543389433,"score_gpt":0.2024070413859446,"score_spread":0.1964218748425552,"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."}}