{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"d2ebfeb931d6","filters":{"venue":"Journal of Money and Economy"}},"results":[{"id":"W3129464546","doi":"10.29252/jme.15.2.123","title":"Optimal portfolio allocation with imposed price limit constraint","year":2020,"lang":"en","type":"article","venue":"Journal of Money and Economy","topic":"Stochastic processes and financial applications","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":"Limit (mathematics); Constraint (computer-aided design); Portfolio; Economics; Mathematical optimization; Mathematical economics; Computer science; Mathematics; Financial economics; Mathematical analysis; Geometry","authors":[{"name":"GholamReza Keshavarz Haddad","is_ca":false},{"name":"Hadi Heidari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02297762188382202,"gpt":0.1966491792429836,"spread":0.1736715573591616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222228,0.000767672,0.001579984,0.0004805193,0.0003171672,0.001542491,0.0009711537,0.001568437,0.003641154],"category_scores_gemma":[0.003743393,0.0006528756,0.0005119345,0.0007601532,0.0006030334,0.001404339,0.001097849,0.0009849342,0.0004761781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316137,"about_ca_system_score_gemma":0.001254721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099528,"about_ca_topic_score_gemma":0.00109678,"domain_scores_codex":[0.999217,0.0003455815,0.00003274517,0.0001410689,0.0001117617,0.0001518284],"domain_scores_gemma":[0.9990575,0.0005437338,0.0001328573,0.00005277973,0.0001271637,0.0000859187],"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":[0.000105801,0.00008061641,0.0005779532,0.0001144053,0.00005908529,0.0001724888,0.00004430773,0.9210901,0.001227661,0.05316771,0.001832164,0.02152777],"study_design_scores_gemma":[0.0000412439,0.00005075042,0.0002271586,0.00001285897,0.00001378947,0.00003355233,0.00001414775,0.9754741,0.0001966871,0.0232633,0.0006629029,0.000009595518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1020739,0.001506401,0.8729582,0.0009147566,0.00008915213,0.000152883,0.0002029353,0.0001524817,0.02194927],"genre_scores_gemma":[0.8985986,0.0009933187,0.08833884,0.0001922742,0.00009416026,0.0003106077,0.0001781515,0.00005918293,0.01123487],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003641154,"threshold_uncertainty_score":0.01218086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}