{"id":"W3203587658","doi":"10.32843/infrastruct55-15","title":"MINING AND METALLURGICAL COMPLEX OF UKRAINE: CURRENT TRENDS AND RESULTS","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pig iron; Quarter (Canadian coin); Metallurgy; Business; China; Production (economics); Natural resource economics; Agricultural economics; Geography; Economics; Materials 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004621089,0.0001760604,0.000531253,0.0001798254,0.00005410941,0.00005032029,0.0001188716,0.0001055481,0.002512039],"category_scores_gemma":[0.0003293429,0.000195963,0.00006639347,0.0001976443,0.0001642837,0.0001010126,0.0002207986,0.0001470639,0.000003502608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914752,"about_ca_system_score_gemma":0.00001216902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007726631,"about_ca_topic_score_gemma":0.000009117455,"domain_scores_codex":[0.9984999,0.00003002146,0.0007606321,0.0004645202,0.00002965117,0.0002152328],"domain_scores_gemma":[0.9990782,0.0001399636,0.0003440617,0.0003138252,0.00003082486,0.00009316608],"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":[0.0008531527,0.0002800626,0.1212549,0.001053653,0.001046207,0.0001743912,0.01447637,0.0003908591,0.0004881283,0.2705531,0.1538181,0.4356112],"study_design_scores_gemma":[0.001648364,0.00005068049,0.2849314,0.00003075175,0.0000166222,0.00009986176,0.0000927169,0.007714918,0.0000476141,0.008629301,0.6964324,0.0003053915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6513853,0.01333306,0.0002200657,0.001672064,0.0006688795,0.00009904993,0.0008891177,0.00003649864,0.3316959],"genre_scores_gemma":[0.9886966,0.0008012787,0.008714186,0.000103377,0.000121571,0.000003488826,0.00008473197,0.00001901958,0.001455792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426143,"threshold_uncertainty_score":0.9983998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593225158377867,"score_gpt":0.2468594111445838,"score_spread":0.2209271595608051,"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."}}