{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"11dfaa63060a","filters":{"venue":"Contemporary Finance and Economics"}},"results":[{"id":"W2364549490","doi":"","title":"The Growth Effect of the “Four Trillion” Investment:An Application of the “Counterfactual” Method","year":2012,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Counterfactual thinking; Investment (military); Economics; Recession; Monetary economics; Financial crisis; Real gross domestic product; China; Government (linguistics); Estimation; Macro; Quarter (Canadian coin); Macroeconomics","authors":[{"name":"Wei Meng-xing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03045847279227769,"gpt":0.2250116339624611,"spread":0.1945531611701834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002287227,0.0001887834,0.0004634314,0.00004657863,0.0002699778,0.00003297595,0.000537399,0.0001048402,0.000004433758],"category_scores_gemma":[0.0001293557,0.000120557,0.0001736319,0.0001274438,0.0002584712,0.0006146713,0.0001550319,0.0001667819,0.00001429667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005025095,"about_ca_system_score_gemma":0.00004635041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992484,"about_ca_topic_score_gemma":0.00002963503,"domain_scores_codex":[0.9985708,0.0001183047,0.0007178974,0.0003188362,0.00002020378,0.000253948],"domain_scores_gemma":[0.9977634,0.0002977932,0.001035429,0.0008266321,0.00002284369,0.00005387792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001039,0.00005243488,0.6869671,0.000072291,0.00006707366,2.330488e-8,0.0005659376,0.00005249379,0.00005165453,0.3076473,0.0005312804,0.003892357],"study_design_scores_gemma":[0.002328374,0.0004165055,0.6007578,0.00004880725,0.00005028111,0.00001765944,0.000194244,0.006278734,0.02759122,0.114074,0.2475066,0.0007357888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983429,0.00571443,0.0005811448,0.0009131353,0.0007982869,0.0006412842,0.0001260925,0.000008347746,0.007788256],"genre_scores_gemma":[0.9985627,0.0005662051,0.0001020685,0.0002864985,0.0001471181,0.0000609576,0.000004252635,0.00002005484,0.0002501521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469753,"threshold_uncertainty_score":0.4916171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2388685897","doi":"","title":"A Comparative Study of the Economies of the Major English and Non-English VCountries","year":2007,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economics; Per capita; Enlightenment; Production (economics); Unemployment; Labour economics; Development economics; Macroeconomics","authors":[{"name":"XU Qing-jun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02003352664620939,"gpt":0.2025726170271952,"spread":0.1825390903809858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002653566,0.0001257869,0.000309269,0.00003864562,0.0001502534,0.00006809519,0.0002314916,0.00003776643,0.000003251515],"category_scores_gemma":[0.00002087502,0.00008816343,0.00004908159,0.0001038393,0.0002222853,0.0006360565,0.0002283279,0.00007701851,8.648807e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009369439,"about_ca_system_score_gemma":0.00003238437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003154538,"about_ca_topic_score_gemma":0.0006964118,"domain_scores_codex":[0.9993386,0.00000787268,0.0003198284,0.0001802021,0.00003504697,0.0001184351],"domain_scores_gemma":[0.99925,0.0000615196,0.0003556545,0.0002166189,0.0001106329,0.000005605555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239444,0.0001217268,0.976079,0.00008735144,0.00005664551,6.206017e-7,0.003136706,0.00004349235,0.00000629847,0.0198579,0.0003442032,0.0001420732],"study_design_scores_gemma":[0.001288427,0.00004109372,0.9381403,0.00007289835,0.00003270253,3.696946e-7,0.01897094,0.0001275838,0.0003552826,0.001151876,0.03966299,0.0001555298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778876,0.0004298923,0.000002646422,0.00008114002,0.0004539463,0.0003832805,0.00001192876,0.000007576926,0.02074205],"genre_scores_gemma":[0.9994442,0.00003411479,0.000004308295,0.000215375,0.0002041258,0.00000740088,0.000001306613,0.000006214183,0.00008289901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03931879,"threshold_uncertainty_score":0.35952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2393953163","doi":"","title":"Is the Scale Merit of Social Financing Valuable","year":2014,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Fiscal Policy and Economic Growth","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":"Obstacle; Renminbi; Economics; Scale (ratio); China; Money supply; Finance; Quarter (Canadian coin); Monetary policy; Monetary economics; Exchange rate","authors":[{"name":"Wang Yan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04432619968160853,"gpt":0.2129746035098774,"spread":0.1686484038282689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008319108,0.0001980293,0.0006126558,0.00009228487,0.0002791474,0.00005875393,0.0003170022,0.0001367116,0.0000457223],"category_scores_gemma":[0.00003398794,0.0002019731,0.0001731864,0.00009365482,0.0002574126,0.0004193804,0.0001143898,0.0001356219,0.0001181087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003503714,"about_ca_system_score_gemma":0.00003422605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414563,"about_ca_topic_score_gemma":0.00001512532,"domain_scores_codex":[0.998403,0.00001866107,0.00081731,0.000437337,0.00001426485,0.0003094393],"domain_scores_gemma":[0.9989193,0.00008755115,0.0005666199,0.0003641702,0.00001627273,0.00004605624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005240524,0.00005686886,0.06056956,0.00009151552,0.0000618468,3.247558e-7,0.002665954,0.00003773993,0.00001058675,0.9104901,0.02305128,0.002911801],"study_design_scores_gemma":[0.001019464,0.0001184875,0.0569027,0.00002211242,0.000007759406,0.000004579914,0.0001888078,0.009976349,0.0004808831,0.3683442,0.5624968,0.0004378191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689512,0.001536801,0.0003720853,0.0044031,0.0003281482,0.0001860203,0.0001657317,0.00001922164,0.2240376],"genre_scores_gemma":[0.9962922,0.0001613985,0.0001881812,0.001959543,0.0002831499,0.0000233535,0.0000092038,0.00002725818,0.00105567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421459,"threshold_uncertainty_score":0.8236223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2383130549","doi":"","title":"A Test of China' s Commercial Banks under the Falling Housing Price Pressure Based on CGE Model","year":2015,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Housing Market and Economics","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":"Falling (accident); Quarter (Canadian coin); Economics; Order (exchange); Financial crisis; China; Computable general equilibrium; Financial market; Finance; Monetary economics; Macroeconomics","authors":[{"name":"LV Jiang-li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07080430892765013,"gpt":0.2196670192484898,"spread":0.1488627103208397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001060617,0.0002837384,0.0006483766,0.0001491913,0.0002019856,0.0001273171,0.0003695951,0.000186642,0.00001201411],"category_scores_gemma":[0.00008241566,0.0002899663,0.0001357445,0.0001102768,0.0001886802,0.0004567892,0.00008318754,0.0002684553,0.00003315283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008469164,"about_ca_system_score_gemma":0.0002028498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002205739,"about_ca_topic_score_gemma":0.00005157712,"domain_scores_codex":[0.9982696,0.00002084175,0.0008327251,0.0005112452,0.00002729975,0.0003382466],"domain_scores_gemma":[0.9984367,0.000183503,0.0006652355,0.0005739997,0.00003340346,0.000107136],"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":[0.0005534921,0.0004770958,0.181963,0.0001530067,0.0001178947,0.000004122126,0.001829028,0.7024269,0.000006630917,0.1005276,0.005342386,0.006598833],"study_design_scores_gemma":[0.001664422,0.0002012667,0.01825474,0.00005689498,0.00001394283,0.000002084764,0.0001128801,0.9407522,0.0000553213,0.0165894,0.02179893,0.0004979348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732721,0.001743021,0.006386567,0.001809792,0.0004531314,0.0004002167,0.0002751979,0.000045419,0.1156146],"genre_scores_gemma":[0.9971495,0.0005121928,0.0007691736,0.001046706,0.0001411125,0.0000202992,0.00002150816,0.00005395818,0.0002855547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383254,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2383974996","doi":"","title":"Commercial Bank Fragility: Interest Rate Shocks and Financial Accelerator Effect","year":2015,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Insurance and Financial Risk Management","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":"Financial accelerator; Financial fragility; Interest rate; Monetary policy; Quarter (Canadian coin); Economics; Interbank lending market; Vulnerability (computing); Business; Monetary economics; Fragility; Financial system; Finance; Financial crisis; Macroeconomics; Dynamic stochastic general equilibrium","authors":[{"name":"HU Yuan-chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07339633279075265,"gpt":0.2305717556754222,"spread":0.1571754228846696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001321404,0.0003694143,0.0008787154,0.0001857728,0.0002166418,0.0002102491,0.0002667272,0.0002259238,0.00001981466],"category_scores_gemma":[0.0001595043,0.0004307068,0.0001100256,0.0001389196,0.0002085473,0.0008939853,0.0002581331,0.0002893747,0.000175912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000988265,"about_ca_system_score_gemma":0.00008985196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002883661,"about_ca_topic_score_gemma":0.0001487663,"domain_scores_codex":[0.9979171,0.00004220342,0.0008215008,0.0007662049,0.00002164218,0.0004313743],"domain_scores_gemma":[0.9989,0.00007624364,0.0003787709,0.0004243883,0.00003813446,0.0001824789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009585408,0.0001738951,0.6003549,0.000181662,0.00008665383,0.00005865565,0.001764956,0.00004354114,0.000004336434,0.3087946,0.02239775,0.06518053],"study_design_scores_gemma":[0.003766978,0.0007439908,0.2007325,0.00005803396,0.00001250917,0.000008925384,0.0001027118,0.001275452,0.0001081243,0.03628882,0.7559845,0.0009174706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718817,0.007264497,0.0004452939,0.0008009576,0.001106685,0.0005033659,0.0001953759,0.00005049898,0.0177516],"genre_scores_gemma":[0.9951181,0.00206548,0.0001239128,0.001573444,0.0003566143,0.0000770292,0.00003801993,0.00003943545,0.0006079907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7335867,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2371966648","doi":"","title":"Entrepreneurial Alertness, Technical Innovation and New Product Development","year":2009,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"J. D. Irving (Canada)","funders":"","keywords":"Alertness; Ambiguity; Product (mathematics); Entrepreneurship; Service (business); New product development; Marketing; Psychology; Business; Computer science; Mathematics","authors":[{"name":"Jintong Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.041340071693707,"gpt":0.2214389421864542,"spread":0.1800988704927472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381655,0.0001375365,0.0001854384,0.00008734316,0.0001481131,0.0001584411,0.00008640922,0.00003898611,0.000007518922],"category_scores_gemma":[0.00003688086,0.0001314668,0.00001541654,0.0001351892,0.00004775856,0.0009701992,0.00008934073,0.00006201312,0.00001383635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009866741,"about_ca_system_score_gemma":0.00005139435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004454668,"about_ca_topic_score_gemma":0.00001829071,"domain_scores_codex":[0.9991764,0.000002027379,0.0003086375,0.0003343079,0.000032565,0.0001460101],"domain_scores_gemma":[0.9996474,0.00001041414,0.0001708097,0.0001272051,0.00003586586,0.000008336642],"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":[0.000195114,0.00009305818,0.4084043,0.00007273335,0.00002588145,0.000007281583,0.000197005,0.0000479033,0.0002238728,0.09430923,0.03310797,0.4633156],"study_design_scores_gemma":[0.0007597907,0.00002625877,0.3052553,0.00005239391,0.000007995471,0.00000364249,0.00004875721,0.00008109889,0.00026827,0.008746681,0.6844293,0.0003204817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864364,0.001782966,0.00002434596,0.004209502,0.0002022444,0.0001857207,5.718618e-7,0.0000514655,0.007106772],"genre_scores_gemma":[0.995939,0.0004420429,0.0002437154,0.002421881,0.0006705224,0.000006408491,0.00001543307,0.000006537766,0.0002544253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6513214,"threshold_uncertainty_score":0.536106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2392801535","doi":"","title":"Corporate Financial Risk, Nature of Surplus Notice Information and Disclosure Notice of Management Surplus: A Test of China’s A Shares Based on 2004-2007 Data","year":2009,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","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":"Notice; Quarter (Canadian coin); Business; Test (biology); Earnings; Investment (military); Finance; China; Sample (material); Earnings management; Accounting; Economics; Actuarial science; Law","authors":[{"name":"Gao Jing-zhong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01243312712905735,"gpt":0.1913525603138819,"spread":0.1789194331848246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007443344,0.000256544,0.0004845202,0.0002244979,0.0001026933,0.00008470487,0.0004560939,0.0001322801,0.00001209641],"category_scores_gemma":[0.001640269,0.000265278,0.0000528361,0.0002493051,0.0001229837,0.002551408,0.0002955136,0.0002605397,0.000006678646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041676,"about_ca_system_score_gemma":0.00006342464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003272521,"about_ca_topic_score_gemma":0.00006449094,"domain_scores_codex":[0.9985213,0.0000139068,0.0007371368,0.0003726754,0.0001469127,0.0002081272],"domain_scores_gemma":[0.9873069,0.00007861687,0.01190061,0.0005821147,0.0001168418,0.00001493666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001821859,0.000779159,0.7015257,0.005101927,0.0001471905,0.0000311774,0.0003632101,0.01743071,0.00001581256,0.03354276,0.04638368,0.1928568],"study_design_scores_gemma":[0.002362486,0.0001759284,0.8932995,0.0006028086,0.0001025406,5.386727e-7,0.000128618,0.04749985,0.00004633983,0.000977429,0.05440207,0.000401943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822656,0.0008940961,0.004215488,0.0005526986,0.0003395832,0.0007632578,0.0007471438,0.00003411837,0.01018801],"genre_scores_gemma":[0.9975585,0.0005071976,0.0004951316,0.0008299325,0.0001658591,0.000005555158,0.0003122026,0.00001504586,0.0001106122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924549,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2354543302","doi":"","title":"A Study of Wealth Effect of China’s Real Estate Market: An Empirical Analysis Based on Provincial Panel Data","year":2010,"lang":"en","type":"article","venue":"Contemporary Finance and Economics","topic":"Housing Market and Economics","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":"Real estate; Panel data; Wealth effect; Cointegration; Consumption (sociology); Economics; China; Wealth elasticity of demand; Quarter (Canadian coin); National wealth; Permanent income hypothesis; Real estate investment trust; Empirical research; Demographic economics; Monetary economics; Econometrics; Finance; Macroeconomics; Life-cycle hypothesis; Geography; Monetary policy","authors":[{"name":"Yuan Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05933009947321315,"gpt":0.277368085353543,"spread":0.2180379858803298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002492989,0.0003220709,0.001408052,0.000513695,0.0001190868,0.00006467823,0.0006753831,0.0001918239,0.00005877449],"category_scores_gemma":[0.0001008516,0.0003536321,0.0001558529,0.000275194,0.0001616008,0.0006222631,0.0001886604,0.0003049718,0.00000846436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004086032,"about_ca_system_score_gemma":0.0001629896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987804,"about_ca_topic_score_gemma":0.002668149,"domain_scores_codex":[0.9972972,0.00008383262,0.001301479,0.0009714535,0.00003266077,0.0003133252],"domain_scores_gemma":[0.9968817,0.000201369,0.001125104,0.001637723,0.00002209491,0.0001320377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001154985,0.0007647345,0.9804599,0.00009322917,0.0002254432,0.000007049509,0.0008942573,0.001105144,0.000002992088,0.0004415001,0.0002745263,0.01457629],"study_design_scores_gemma":[0.003525695,0.003084883,0.6884187,0.00001442605,0.0001199359,0.000001879792,0.0001821466,0.299536,0.00003607945,0.0003231118,0.004193765,0.0005633951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537131,0.00002606547,0.00007046357,0.00009107986,0.0003298628,0.0005795058,0.0008071173,0.00002390683,0.04435897],"genre_scores_gemma":[0.9986872,0.0005395965,0.0003046611,0.00004610149,0.0001023059,0.0000237337,0.000188469,0.00004180319,0.00006614011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2984308,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}