{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001209239,0.0002226164,0.0001266837,0.001183142,0.001579702,0.001641928,0.0003052343,0.0002054977,0.008960636],"category_scores_gemma":[0.0001531671,0.000192597,0.0001561306,0.001319191,0.001266458,0.0005807165,0.001195136,0.0003765096,0.001327427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157577,"about_ca_system_score_gemma":0.001478403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131701,"about_ca_topic_score_gemma":0.01298211,"domain_scores_codex":[0.9998041,0.00003285384,0.00001333223,0.00004606699,0.00004050011,0.00006311182],"domain_scores_gemma":[0.9999597,0.000004714408,0.00001371624,0.000005551975,0.000006854735,0.000009436917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002681958,0.0001153149,0.08172146,0.0008512177,0.00006574288,0.003056477,0.01897023,0.006544013,0.0090899,0.6637964,0.02028,0.195241],"study_design_scores_gemma":[0.00001647928,0.00009280107,0.2588469,0.0001586974,0.00002001175,0.002896645,0.004531692,0.001132178,0.0008958176,0.02253596,0.7088466,0.00002628373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4825306,0.01001679,0.004567756,0.001409581,0.0001942837,0.00009584091,0.001504762,0.0001281778,0.4995523],"genre_scores_gemma":[0.9528451,0.002975023,0.001385416,0.00006909502,0.00005742881,0.00002493791,0.000895027,0.00002487506,0.0417231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01131701,"threshold_uncertainty_score":0.02997631,"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."}}