{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6641f9998b62","filters":{"venue":"Cai-mao jingji"}},"results":[{"id":"W2348923282","doi":"","title":"Real Effective Exchange Rate,Fixed Asset Investment and Economic Growth——Based on the Experience of G-7 Countries","year":2013,"lang":"en","type":"article","venue":"Cai-mao jingji","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Distributed lag; Economics; Exchange rate; Investment (military); Autoregressive model; Monetary economics; Volatility (finance); Asset (computer security); Sample (material); Econometrics; Macroeconomics","authors":[{"name":"Zhang Tin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03485025965279649,"gpt":0.2192094472972794,"spread":0.1843591876444829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005900786,0.00022414,0.0004444658,0.0001614822,0.0001501904,0.0001081993,0.0002306484,0.00009815815,0.001370665],"category_scores_gemma":[0.0001178663,0.000197271,0.00008789104,0.00005490546,0.0002473478,0.0003510448,0.00005747872,0.0001245077,0.0008234074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950238,"about_ca_system_score_gemma":0.00002094643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007777971,"about_ca_topic_score_gemma":0.00005863153,"domain_scores_codex":[0.9986823,0.00005516477,0.0004891435,0.0003995868,0.00002426226,0.0003495496],"domain_scores_gemma":[0.9986252,0.000459811,0.0003673396,0.0004155489,0.00001404161,0.0001180747],"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":[0.0002741742,0.000255022,0.4318423,0.0003927133,0.0003850167,0.000008162097,0.01959148,0.00271683,0.000457388,0.4991055,0.04423299,0.0007384236],"study_design_scores_gemma":[0.003433072,0.00124027,0.7510799,0.0001344817,0.00003750473,0.0000100111,0.001195447,0.1510857,0.009427738,0.04964364,0.03116135,0.001550908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776686,0.0002678402,0.00004584802,0.001378426,0.0002720094,0.0006379071,0.0002033211,0.00002317437,0.01950288],"genre_scores_gemma":[0.9968003,0.0002402444,0.00007612889,0.002166353,0.0001007029,0.0002560267,0.0000144722,0.00002334888,0.0003224074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4494618,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2350741216","doi":"","title":"A Demonstration of the Regional Structure of China's Imports and Exports with Its Symmetry","year":2007,"lang":"en","type":"article","venue":"Cai-mao jingji","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); China; Mainland China; Exportation; Herfindahl index; Business; Balance (ability); Economic geography; International trade; International economics; Economics; Geography; Mathematics","authors":[{"name":"Wei Hao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01188301132536622,"gpt":0.1846258917088339,"spread":0.1727428803834677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241102,0.0001071076,0.0003163315,0.0001297414,0.00005226324,0.00001137355,0.0001110319,0.00008147167,0.00005865401],"category_scores_gemma":[0.00002564896,0.00008290922,0.00009394428,0.0002027218,0.0001272567,0.0001244907,0.00002957776,0.0000892395,0.000001293057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948793,"about_ca_system_score_gemma":0.00002881639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002735238,"about_ca_topic_score_gemma":0.0002068313,"domain_scores_codex":[0.9990619,0.000005988337,0.0005232155,0.0002273305,0.00004661724,0.0001349392],"domain_scores_gemma":[0.9990233,0.0000306761,0.000653053,0.0002085194,0.00003375186,0.0000507212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004614652,0.00003808182,0.7866641,0.00005415111,0.0001285349,0.000003995895,0.0004106935,0.0002122935,0.0006051342,0.2104311,0.0002473576,0.001158411],"study_design_scores_gemma":[0.0004399622,0.00008387864,0.9740714,0.00005176801,0.00003573724,0.00005546731,0.0001642497,0.0009282058,0.003276512,0.01897636,0.001685684,0.0002307674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928282,0.0009381911,0.001252104,0.0003524511,0.00007329543,0.0001035011,0.00003746613,0.00000478385,0.004409952],"genre_scores_gemma":[0.9992372,0.00007192655,0.0002681554,0.00008360974,0.00005128632,0.000001020504,0.000009248952,0.000009624287,0.0002679499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914548,"threshold_uncertainty_score":0.338094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2388161036","doi":"","title":"Impact of Fluctuation of Electricity On-grid Price on Power Generation Capacity of Chinese Thermal Power Industry","year":2012,"lang":"en","type":"article","venue":"Cai-mao jingji","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electricity; Cointegration; Quarter (Canadian coin); Economics; Electricity generation; Coal; Thermal power station; Productivity; Consumption (sociology); Environmental economics; Natural resource economics; Power (physics); Agricultural economics; Econometrics; Macroeconomics; Engineering; Electrical engineering; Waste management","authors":[{"name":"Shu Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01860782775362259,"gpt":0.2607267266143289,"spread":0.2421188988607063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004584064,0.0002710491,0.0004781724,0.0002374737,0.00005776703,0.000009480123,0.000189393,0.0004247221,0.0004019447],"category_scores_gemma":[0.0002550186,0.0001941555,0.0002390549,0.0004743089,0.00006314715,0.0002377123,0.00003138338,0.0002899791,0.000009776132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887362,"about_ca_system_score_gemma":0.0001120214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972217,"about_ca_topic_score_gemma":0.00005870592,"domain_scores_codex":[0.9981784,0.0001781565,0.0005836104,0.0002276102,0.0004426316,0.0003896455],"domain_scores_gemma":[0.9984744,0.00009843758,0.0005659475,0.0004924596,0.0002330566,0.0001357054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001642878,0.0006990263,0.04127325,0.00003414329,0.000223063,0.000001028015,0.001790781,0.04528747,0.9038537,0.005446034,0.0008191411,0.0004080643],"study_design_scores_gemma":[0.001113639,0.001296876,0.4683565,0.0001125528,0.00003921531,0.00001101278,0.00005472676,0.001130425,0.526073,0.0000807656,0.001273704,0.0004575142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775674,0.0001570925,0.0002259663,0.00001301321,0.0009491381,0.0001403679,0.000036232,0.00002783042,0.02088295],"genre_scores_gemma":[0.9990955,0.000006136346,0.00005741038,0.00003104856,0.000390741,0.000008603743,0.00003108318,0.00003524424,0.0003442295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270833,"threshold_uncertainty_score":0.7917432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353773267","doi":"","title":"The Effect Factors and Trends of China's Rapid Economic Growth","year":2010,"lang":"en","type":"article","venue":"Cai-mao jingji","topic":"Globalization, Economics, and Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Economics; Chinese economy; Quarter (Canadian coin); Government (linguistics); Real gross domestic product; Domestic market; Business cycle; International economics; Market economy; Monetary economics; International trade; Macroeconomics","authors":[{"name":"Jianwei Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007531040777552802,"gpt":0.194306295608303,"spread":0.1867752548307502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000500398,0.0001921252,0.0004212651,0.0001901446,0.0002328976,0.0001255444,0.0002824602,0.0001236045,0.0002962794],"category_scores_gemma":[0.0001524282,0.000169783,0.0001365621,0.00009492,0.0002312538,0.0002031143,0.00006254084,0.0001509099,0.00008505033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004677154,"about_ca_system_score_gemma":0.00001243361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220988,"about_ca_topic_score_gemma":0.0004856379,"domain_scores_codex":[0.9988527,0.00001730757,0.0005301413,0.0002937903,0.00001637504,0.0002896656],"domain_scores_gemma":[0.9989729,0.0001689802,0.0003849857,0.0003646553,0.00001331099,0.00009518869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001029771,0.000009473461,0.6434765,0.0000208243,0.00005583809,2.147999e-7,0.0006440099,0.0000169699,0.00003491189,0.3520053,0.002425335,0.001300308],"study_design_scores_gemma":[0.0007937559,0.0001929807,0.8312125,0.000006342193,0.00001791676,0.000008747668,0.00006842037,0.0009058603,0.001887294,0.02035304,0.1441404,0.0004128256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505457,0.0009168394,0.00002687568,0.0004038654,0.001414759,0.00009549307,0.0001749966,0.00002888477,0.04639261],"genre_scores_gemma":[0.998429,0.0005356445,0.00002761368,0.00004377185,0.0001756707,0.00000894191,0.00002172996,0.00002518575,0.0007324589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3316523,"threshold_uncertainty_score":0.6923548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358088028","doi":"","title":"Macroeconomic Factors,Bank Specific Characters and Non-performing Loans:A Comparative Study of Business and Consumer Loan Portfolios","year":2012,"lang":"en","type":"article","venue":"Cai-mao jingji","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Loan; Non-performing loan; Business; Financial system; Economics; Product (mathematics); Monetary economics; Soft loan; Finance","authors":[{"name":"Zhang Xuelan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03946761375322071,"gpt":0.2445865538682864,"spread":0.2051189401150657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005787741,0.0002665758,0.0007030289,0.0003084991,0.0001884846,0.00007921718,0.0001557435,0.00009190029,0.0001329295],"category_scores_gemma":[0.00004178314,0.000293827,0.00004820303,0.0002678077,0.0002467544,0.0006524384,0.0000972917,0.000144743,0.00002975302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148726,"about_ca_system_score_gemma":0.00001848725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250516,"about_ca_topic_score_gemma":0.0000413543,"domain_scores_codex":[0.9982387,0.00002282108,0.0007907945,0.000492128,0.00005022488,0.000405363],"domain_scores_gemma":[0.9987318,0.0001164571,0.0005542402,0.0003989416,0.0000758169,0.0001227497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001685218,0.00029692,0.9868147,0.00005385207,0.00005221332,5.664967e-7,0.009707371,0.00003484003,0.0001257424,0.002583654,0.00002956386,0.0002837246],"study_design_scores_gemma":[0.0007876417,0.00007184306,0.995364,0.00002065189,0.00001655596,0.000005691695,0.001586236,0.0003970533,0.0002459254,0.0002134924,0.0009710431,0.0003198368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952041,0.002371446,0.0002406227,0.00002666027,0.0004993451,0.0005797435,0.00006321232,0.00002444873,0.0009904284],"genre_scores_gemma":[0.9995483,0.0001450561,0.00008848345,0.00001491053,0.00007949707,0.00001497435,0.00001506617,0.00002786171,0.0000658877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008549328,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}