{"id":"W2900507644","doi":"10.21603/2542-2448-2017-3-41-46","title":"MODERN INDUSTRIAL COMPLEX OF THE KEMEROVO OBLAST","year":2017,"lang":"en","type":"article","venue":"Bulletin of Kemerovo State University Series Biological Engineering and Earth Sciences","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal; Raw material; Heavy industry; Production (economics); Population; Quarter (Canadian coin); Business; Industrial production; Natural resource economics; Engineering; Geography; Waste management; Economics; Market economy","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":[0.0002019823,0.000105995,0.0001909355,0.00004500339,0.0005259924,0.00004009004,0.0006511829,0.0000795998,0.0002603806],"category_scores_gemma":[0.0002355774,0.00007011089,0.0000601288,0.000109468,0.001553151,0.00005860719,0.0005083446,0.000161539,0.000002681546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005066639,"about_ca_system_score_gemma":0.00003711729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136074,"about_ca_topic_score_gemma":0.000108604,"domain_scores_codex":[0.9991856,0.00004156325,0.0001350795,0.000199759,0.0002000217,0.0002379677],"domain_scores_gemma":[0.9994633,0.00008689871,0.0001137715,0.0002053354,0.00006015778,0.00007051318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003765201,0.0006363578,0.1579087,0.0004198061,0.0006463717,0.0001481118,0.002836979,0.2011732,0.1817388,0.1081901,0.01005253,0.3324839],"study_design_scores_gemma":[0.00126227,0.001204037,0.1294509,0.0001302814,0.00001748241,0.00001402744,0.00127696,0.005498723,0.01205796,0.0004026885,0.8482556,0.0004291508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928703,0.00003226523,0.00003444901,0.001612297,0.00009788513,0.00007494763,0.00003478389,0.00002176373,0.00522136],"genre_scores_gemma":[0.9975256,0.0001645273,0.0001980763,0.00001131491,0.00002468442,2.341244e-7,0.000001214352,0.000002461691,0.002071917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.838203,"threshold_uncertainty_score":0.572265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06766578935447067,"score_gpt":0.2171380592935003,"score_spread":0.1494722699390296,"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."}}