{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"187e3314569d","filters":{"venue":"Journal of Jiamusi University"}},"results":[{"id":"W2375709842","doi":"","title":"Complex Dynamic Analysis for Cournot Model in Electric Power Market","year":2007,"lang":"en","type":"article","venue":"Journal of Jiamusi University","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Cournot competition; Stability (learning theory); Electric power system; Bounded function; Nash equilibrium; Work (physics); Instability; Mathematical optimization; Mathematical economics; Computer science; Mathematics; Economics; Power (physics); Physics; Mathematical analysis","authors":[{"name":"Hongxing Yao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01263287769995533,"gpt":0.2287048954908475,"spread":0.2160720177908921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004798001,0.0006495373,0.0005265998,0.0005495473,0.0005571202,0.00145068,0.0006782357,0.000753747,0.004361554],"category_scores_gemma":[0.001693171,0.0002717449,0.0006777521,0.0003622178,0.0009199901,0.001776625,0.0005773214,0.0009752217,0.0002663275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162943,"about_ca_system_score_gemma":0.0008101155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314698,"about_ca_topic_score_gemma":0.00472522,"domain_scores_codex":[0.9997128,0.0001019811,0.000008786641,0.00004415671,0.0000819962,0.0000502594],"domain_scores_gemma":[0.9996617,0.000154799,0.00006791986,0.00001672977,0.00007092638,0.00002790388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001879075,0.00001954671,0.000631414,0.00004430674,0.0000263696,0.0002452393,0.0001402419,0.67317,0.001409604,0.320752,0.0008014627,0.002741068],"study_design_scores_gemma":[0.000004502274,0.00000639041,0.0001255085,0.000003152859,0.000003388391,0.0000163616,0.00001532827,0.9706322,0.00005984408,0.02876339,0.000364182,0.000005705123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0959737,0.001097183,0.8596545,0.001251463,0.0001172089,0.00006656839,0.0001443086,0.0001319265,0.04156325],"genre_scores_gemma":[0.9779739,0.0007691919,0.01127395,0.0001077484,0.0000623473,0.0001012834,0.00007219438,0.00003803963,0.009601356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01314698,"threshold_uncertainty_score":0.02614093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2350171514","doi":"","title":"Analysis of the Evolution of Price Competition Strategy in High-tech Industries","year":2007,"lang":"en","type":"article","venue":"Journal of Jiamusi University","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Nash equilibrium; Spillover effect; Competition (biology); Mathematical economics; Economics; Stability (learning theory); Scope (computer science); Symmetric equilibrium; Price of stability; Chaotic; Bifurcation; Competition model; Equilibrium selection; Mathematics; Game theory; Microeconomics; Computer science; Repeated game; Macroeconomics; Nonlinear system; Physics","authors":[{"name":"Hongxing Yao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05857538547596807,"gpt":0.2975334769470075,"spread":0.2389580914710394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312699,0.0001962206,0.0003351012,0.0005005157,0.000367616,0.0008846342,0.0005319392,0.0007351773,0.002008434],"category_scores_gemma":[0.002391316,0.0001861588,0.0004804343,0.0004118756,0.0003659978,0.0009997969,0.0003712677,0.0004093118,0.0001049986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009826167,"about_ca_system_score_gemma":0.000651828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008175512,"about_ca_topic_score_gemma":0.004178891,"domain_scores_codex":[0.999785,0.0000673477,0.000008741673,0.00003549543,0.00005057095,0.00005287159],"domain_scores_gemma":[0.9994082,0.0002852383,0.0001136925,0.00001778611,0.0001108169,0.00006422293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001018041,0.00006723811,0.02960679,0.00008646068,0.0001203887,0.0009679269,0.0004607876,0.8439697,0.006829944,0.1001086,0.0008229022,0.01685746],"study_design_scores_gemma":[0.000005982277,0.00002669437,0.004578933,0.00000359843,0.00001300134,0.00006338748,0.0000902946,0.9875464,0.0004080005,0.007027251,0.000226007,0.00001050391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003841,0.0002013707,0.09065503,0.0004168311,0.00001552639,0.00003497727,0.00006518936,0.00003040336,0.008196607],"genre_scores_gemma":[0.996169,0.0000608489,0.002384302,0.000009658593,0.000002339436,0.000009981938,0.00001911977,0.000002563217,0.001342156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008175512,"threshold_uncertainty_score":0.01625586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353072744","doi":"","title":"THE THICK DEGREE OF LIVING QUARTERS CARBON DIOXIDE CHANGES REGULATION MATHEMATICS THE ESTABLISHING OF MODEL AND APPLIED TECHNIQUE","year":2002,"lang":"en","type":"article","venue":"Journal of Jiamusi University","topic":"Simulation and Modeling Applications","field":"Engineering","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":"Degree (music); Premise; Carbon dioxide; Quarter (Canadian coin); Variety (cybernetics); Mathematics; Construct (python library); Engineering; Chemistry; Geography; Statistics; Computer science; Physics; Organic chemistry; Philosophy","authors":[{"name":"Qin Xin-qing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03159313113559518,"gpt":0.1982091449022808,"spread":0.1666160137666856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004750143,0.0002717641,0.0002085392,0.0004865148,0.0006546617,0.001510639,0.000527712,0.0004044478,0.003982582],"category_scores_gemma":[0.001888885,0.0001263949,0.000514378,0.0004006298,0.002037735,0.002226331,0.001222336,0.001084717,0.0005080318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415144,"about_ca_system_score_gemma":0.001175107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005015517,"about_ca_topic_score_gemma":0.002439003,"domain_scores_codex":[0.9993443,0.0001482932,0.0000279466,0.0001679541,0.0002520635,0.00005939094],"domain_scores_gemma":[0.9995131,0.00008505673,0.00006990406,0.0001057169,0.0001670307,0.00005904662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004665609,0.00003731128,0.003505523,0.00004567063,0.00001100193,0.0000660965,0.000663986,0.01708087,0.005555694,0.9470617,0.002100819,0.02382478],"study_design_scores_gemma":[0.00004126105,0.0002537136,0.01151341,0.00006922682,0.00004088268,0.0002853819,0.00143342,0.1637453,0.009473634,0.7274253,0.08563375,0.00008454882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1856185,0.0006788707,0.603054,0.003827202,0.0004926192,0.00008734384,0.000227672,0.0003180789,0.2056956],"genre_scores_gemma":[0.9521964,0.000391783,0.02713085,0.0001339198,0.000095851,0.00007528441,0.00008721916,0.0000351865,0.0198536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005015517,"threshold_uncertainty_score":0.01332301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}