{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"d5ef9d07db4c","filters":{"venue":"Quantum Economics and Finance"}},"results":[{"id":"W4390941939","doi":"10.1177/29767032231210519","title":"What is Quantum Finance and Economics?","year":2024,"lang":"en","type":"article","venue":"Quantum Economics and Finance","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Economics; Neoclassical economics","authors":[{"name":"David Orrell","is_ca":false},{"name":"Emmanuel Haven","is_ca":true},{"name":"Raymond J. Hawkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02400404000560585,"gpt":0.2126934984597869,"spread":0.1886894584541811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003563523,0.0004128154,0.001623673,0.002178645,0.002100304,0.007844999,0.001119554,0.005360862,0.007110705],"category_scores_gemma":[0.0177886,0.0004959747,0.0005410938,0.003245908,0.01254482,0.01919275,0.001822565,0.004195461,0.0007146999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347824,"about_ca_system_score_gemma":0.002672714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005376282,"about_ca_topic_score_gemma":0.002386552,"domain_scores_codex":[0.9983249,0.0007918549,0.00005486533,0.0001617213,0.0004704978,0.0001961229],"domain_scores_gemma":[0.9865987,0.009607442,0.0009483918,0.000707996,0.001425908,0.0007115032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009983364,0.00002793577,0.0003128785,0.00008138093,0.00001728524,0.00002042077,0.00007729787,0.0005045668,0.00003360285,0.9807293,0.008242798,0.009942543],"study_design_scores_gemma":[0.000004267976,0.000002787106,0.0001963412,0.00003416626,0.00000322937,0.00001495841,0.00007112377,0.0007847251,0.00001235042,0.9909616,0.007906256,0.000008045859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04443113,0.180627,0.06605632,0.6027666,0.01201932,0.00004273737,0.0004662674,0.0001996984,0.09339084],"genre_scores_gemma":[0.8228172,0.08541597,0.01018856,0.03381351,0.03332388,0.0000995791,0.0001317003,0.0001066104,0.01410302],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007844999,"threshold_uncertainty_score":0.02523655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402697714","doi":"10.1177/29767032241279990","title":"Information Entropy of the Financial Market: Modelling Random Processes Using Open Quantum Systems","year":2024,"lang":"en","type":"article","venue":"Quantum Economics and Finance","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Entropy (arrow of time); Statistical physics; Financial market; Computer science; Finance; Business; Physics; Quantum mechanics","authors":[{"name":"Will Hicks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03008379098385522,"gpt":0.2101677259886227,"spread":0.1800839350047675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683598,0.0004954854,0.0007548483,0.0008175432,0.000792916,0.002286146,0.001207872,0.001667994,0.002232654],"category_scores_gemma":[0.005704266,0.0003534172,0.0007700869,0.0005378115,0.003602252,0.003644589,0.001731628,0.001788088,0.0002329723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107822,"about_ca_system_score_gemma":0.0007730512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179483,"about_ca_topic_score_gemma":0.001213986,"domain_scores_codex":[0.9994186,0.0003156105,0.00002109526,0.00005904329,0.0001268224,0.00005890021],"domain_scores_gemma":[0.9968377,0.002317402,0.0002898503,0.0002104112,0.0001698515,0.0001748097],"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":[0.00001942531,0.0000297475,0.0003401082,0.00004091015,0.0000161228,0.0001028017,0.0001417889,0.2556379,0.001278713,0.7404023,0.0003118212,0.00167829],"study_design_scores_gemma":[0.000007634725,0.00001383199,0.0001173776,0.000009511134,0.00000429233,0.00001785318,0.00002206,0.7263834,0.0001911379,0.272781,0.0004368842,0.00001510065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1596204,0.00112505,0.8122777,0.002878042,0.0001876364,0.0000718212,0.0001576638,0.0001288653,0.0235528],"genre_scores_gemma":[0.9570888,0.0008975471,0.03675087,0.0002194779,0.0001887059,0.00009765912,0.00005294323,0.00005312303,0.004650833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002286146,"threshold_uncertainty_score":0.008903801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}