{"meta":{"query_hash":"ba7479bace6a","filters":{"venue":"Journal of Political Economy Microeconomics"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ba7479bace6a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Political+Economy+Microeconomics"},"results":[{"id":"W3044470402","doi":"10.1086/724326","title":"The Politics of Personalized News Aggregation","year":2023,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polarization (electrochemistry); Voting; Welfare; Politics; Skewness; Economics; Political science; Advertising; Business; Econometrics; Law; Market economy","score_opus":0.028389018291101905,"score_gpt":0.3213764002790931,"score_spread":0.2929873819879912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044470402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.687888,0.002199253,0.13643882,0.019906957,0.00030095677,0.00013338476,0.0004839432,0.00034374752,0.15230493],"genre_scores_gemma":[0.9951285,0.00019003816,0.002021032,0.0003614804,0.00010972185,0.000021753754,0.000028331498,0.000021845479,0.0021173093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99695253,0.0017664048,0.00005715087,0.0004448619,0.00031766066,0.00046135156],"domain_scores_gemma":[0.9776809,0.015253844,0.0034436935,0.002092865,0.0008456427,0.0006830583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004561528,0.00047261897,0.0007789573,0.00088318385,0.0015019709,0.00406616,0.00069787976,0.0016503879,0.006867419],"category_scores_gemma":[0.02698772,0.00046889024,0.0004433507,0.0010702513,0.0020745045,0.003451399,0.0015397142,0.002343237,0.00075736333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088128186,0.00041565456,0.027186884,0.00021143867,0.00028186943,0.00054601935,0.0016349892,0.09382144,0.006782877,0.76532984,0.011593738,0.09131399],"study_design_scores_gemma":[0.0002542165,0.0002516548,0.017972676,0.00005947257,0.00016043863,0.00025292058,0.0010607528,0.21296033,0.004169166,0.7459334,0.016846562,0.0000784547],"about_ca_topic_score_codex":0.0019993999,"about_ca_topic_score_gemma":0.001515481,"teacher_disagreement_score":0.006867419,"about_ca_system_score_codex":0.0020639375,"about_ca_system_score_gemma":0.0007842096,"threshold_uncertainty_score":0.024123967},"labels":[],"label_agreement":null},{"id":"W3145078206","doi":"10.1086/737244","title":"Heterogeneous (Mis)Perceptions of Energy Costs: Implications for Measurement and Policy Design","year":2025,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Economics; Context (archaeology); Variance (accounting); Externality; Preference; Microeconomics; Point (geometry); Energy (signal processing); Econometrics; Perception; Public economics; Energy tax; Tax reform; Statistics","score_opus":0.08387538538264776,"score_gpt":0.2949749715500311,"score_spread":0.21109958616738334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145078206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6943538,0.0011427684,0.27458695,0.015075229,0.0001981254,0.00047414497,0.00094709377,0.00017819922,0.013043562],"genre_scores_gemma":[0.98886514,0.00011913948,0.010204349,0.00040017304,0.00002302055,0.00011590289,0.00008764676,0.000010113305,0.00017453812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9687576,0.024515297,0.001306384,0.002725201,0.0019512497,0.0007442835],"domain_scores_gemma":[0.83306795,0.12477372,0.019485356,0.017387338,0.004392289,0.00089338305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04658212,0.0008362465,0.001311102,0.0015368777,0.0008790692,0.005178688,0.0016666823,0.0017956492,0.0023737294],"category_scores_gemma":[0.22220343,0.0007435948,0.000943648,0.002179969,0.0031630124,0.006412109,0.002525301,0.0031076064,0.00023141729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010327048,0.00079639227,0.43319902,0.0006284664,0.0016055816,0.0003003755,0.005224749,0.11245514,0.0021873685,0.30747944,0.0044709765,0.13061976],"study_design_scores_gemma":[0.00012746287,0.0004242179,0.12916465,0.000334721,0.0002624786,0.00011757669,0.0040244795,0.20836309,0.0033781095,0.64948815,0.0041250223,0.00019005845],"about_ca_topic_score_codex":0.0069310525,"about_ca_topic_score_gemma":0.005509253,"teacher_disagreement_score":0.04658212,"about_ca_system_score_codex":0.0025821726,"about_ca_system_score_gemma":0.0018800666,"threshold_uncertainty_score":0.24635273},"labels":[],"label_agreement":null},{"id":"W4289530859","doi":"10.1086/721807","title":"Scaling versus Selling Startups: The Role of Foreign Acquirers in Entrepreneurial Ecosystems","year":2022,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Externality; Business; Scale (ratio); Industrial organization; Network effect; Economies of scale; Monetary economics; Economics; Microeconomics; Marketing","score_opus":0.01316969658603947,"score_gpt":0.21078526098005917,"score_spread":0.1976155643940197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289530859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693608,0.00042593255,0.0048183473,0.00092029554,0.000009150929,0.000015228724,0.000016904603,0.000009543042,0.024423888],"genre_scores_gemma":[0.99799407,0.00020575736,0.00037814336,0.00003678929,0.0000059361705,0.000003789491,0.0000036019806,0.0000014876092,0.0013703983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9998135,0.000075184886,0.000005583668,0.000025951775,0.000013089107,0.000066665976],"domain_scores_gemma":[0.99848974,0.00066032645,0.00026713064,0.000051597133,0.00006123216,0.0004699792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008509305,0.00024121969,0.00031530252,0.0005238993,0.000970049,0.0030998266,0.00028637506,0.0009849074,0.0038412535],"category_scores_gemma":[0.0016647998,0.00015951613,0.00029586346,0.0003143825,0.0027096276,0.00382633,0.0016618684,0.0005205523,0.00019155272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012711956,0.0007129278,0.18439494,0.00034855912,0.00014591441,0.0049715713,0.0069671418,0.056132887,0.015684018,0.6363342,0.001602075,0.0914346],"study_design_scores_gemma":[0.00018858771,0.0014281044,0.18245395,0.00048969424,0.00026514853,0.0027009875,0.05107242,0.17044778,0.0068033175,0.56245476,0.021510322,0.00018493921],"about_ca_topic_score_codex":0.0009101849,"about_ca_topic_score_gemma":0.001533536,"teacher_disagreement_score":0.0038412535,"about_ca_system_score_codex":0.0007986664,"about_ca_system_score_gemma":0.00044481453,"threshold_uncertainty_score":0.012850285},"labels":[],"label_agreement":null},{"id":"W4304813806","doi":"10.1086/722367","title":"Stress, Ethnicity, and Prosocial Behavior","year":2022,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Prosocial behavior; Ethnic group; Preference; Observational study; Psychology; Social psychology; Stress (linguistics); Medicine; Internal medicine; Sociology; Economics","score_opus":0.02635915792658196,"score_gpt":0.30189636881722454,"score_spread":0.2755372108906426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304813806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982437,0.00019999487,0.000026178759,0.00007295718,0.0000047629705,0.0000015203971,0.000029942648,9.612638e-7,0.0014199548],"genre_scores_gemma":[0.9995739,0.00010570609,0.00003386528,0.00002376565,0.0000050495137,0.0000027472827,0.000027154534,7.826246e-7,0.0002270737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982375,0.00009738315,0.000010134472,0.000022687835,0.00002513066,0.000020914313],"domain_scores_gemma":[0.9983803,0.00034858892,0.000679162,0.00007496328,0.00007371688,0.00044342098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039634918,0.00010798385,0.00012171156,0.00026814797,0.00029945213,0.00052635616,0.00007625517,0.00018715979,0.0024773038],"category_scores_gemma":[0.0017723342,0.000056749726,0.00010468284,0.00020513614,0.0002700105,0.00016626628,0.00029251177,0.00026177918,0.00016452711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036242462,0.0003136413,0.98626524,0.000023026883,0.00011597559,0.00009820583,0.00037899546,0.00009233339,0.0024984342,0.00029320805,0.00014853902,0.00940994],"study_design_scores_gemma":[0.0000024198514,0.00008132929,0.9992091,0.0000046424802,0.000010408273,0.000032605778,0.00021135366,0.00007767908,0.00007577145,0.00013210202,0.0001600091,0.0000026676512],"about_ca_topic_score_codex":0.0017991371,"about_ca_topic_score_gemma":0.0042123008,"teacher_disagreement_score":0.0024773038,"about_ca_system_score_codex":0.0001563202,"about_ca_system_score_gemma":0.00011520198,"threshold_uncertainty_score":0.00828743},"labels":[],"label_agreement":null},{"id":"W4387872326","doi":"10.1086/728365","title":"Is It the Message or the Messenger? Examining Movement in Immigration Beliefs","year":2023,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Presidential system; Politics; Rhetoric; Priming (agriculture); Identity (music); Affect (linguistics); Social psychology; Immigration reform; Control (management); Political science; Presidential election; Psychology; Public relations; Immigration law; Law; Communication; Computer science; Linguistics","score_opus":0.07294080009946596,"score_gpt":0.35580043453649346,"score_spread":0.2828596344370275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387872326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968581,0.000025058267,0.00013753885,0.000097844524,0.0000058460437,0.000009582754,0.000018341398,0.000002276807,0.0028453618],"genre_scores_gemma":[0.99907875,0.00002791302,0.00015663229,0.000060494687,0.000011526416,0.00002106533,0.000030177775,0.0000039950028,0.0006092966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936897,0.00034474474,0.000018794064,0.0001101145,0.000083056664,0.0000742762],"domain_scores_gemma":[0.9911799,0.0065941694,0.0012520744,0.00035571164,0.00028717463,0.00033103884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968406,0.0001750153,0.00025001293,0.0003799559,0.0004884094,0.0014599646,0.00022332736,0.00072635396,0.004851207],"category_scores_gemma":[0.0122212665,0.00026291425,0.00017354795,0.00024918787,0.00078348356,0.00085547916,0.0007655108,0.0009789789,0.0005010986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075895707,0.0065863263,0.7123759,0.00046178923,0.00031709598,0.0003423564,0.0545831,0.0012165551,0.11866039,0.008719445,0.0011537704,0.087993756],"study_design_scores_gemma":[0.00019693204,0.00095517485,0.97445786,0.000051612584,0.00016801847,0.0000480154,0.012469091,0.0019803937,0.005681089,0.0025928167,0.0013709901,0.000028077497],"about_ca_topic_score_codex":0.0020216925,"about_ca_topic_score_gemma":0.00268101,"teacher_disagreement_score":0.004851207,"about_ca_system_score_codex":0.00034768475,"about_ca_system_score_gemma":0.00024244493,"threshold_uncertainty_score":0.016228855},"labels":[],"label_agreement":null},{"id":"W4392846070","doi":"10.1086/730455","title":"Do Preregistration and Preanalysis Plans Reduce <i>p</i>-Hacking and Publication Bias? Evidence from 15,992 Test Statistics and Suggestions for Improvement","year":2024,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Leibniz-Gemeinschaft","keywords":"Statistics; Test (biology); Hacker; Publication bias; Psychology; Computer science; Data science; Computer security; Mathematics; Biology","score_opus":0.12121629860942378,"score_gpt":0.3940866936875985,"score_spread":0.27287039507817473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392846070","genre_codex":"methods","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2482569,0.085347414,0.5187605,0.090242125,0.008177889,0.015701393,0.007192724,0.00756611,0.018755022],"genre_scores_gemma":[0.65024114,0.0041488856,0.322873,0.011240918,0.0017373071,0.0068322555,0.0011908168,0.0007594038,0.0009762712],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.27802482,0.5811096,0.07703213,0.02111247,0.039182793,0.0035382402],"domain_scores_gemma":[0.01873268,0.8265535,0.07920977,0.06400357,0.009999532,0.0015009836],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7120254,0.0019582794,0.004507374,0.010293211,0.0023492419,0.0094919475,0.0074506155,0.0074825846,0.005735291],"category_scores_gemma":[0.9036897,0.0030960315,0.009682631,0.016374523,0.008420786,0.011990595,0.0044396184,0.007827282,0.001479077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017038148,0.0009931072,0.20109192,0.028613111,0.026886564,0.00070808537,0.007037697,0.0071790633,0.0027703317,0.022406712,0.030029971,0.6552453],"study_design_scores_gemma":[0.01325434,0.01984278,0.58545154,0.022073036,0.046882503,0.0023555136,0.0041815992,0.034810673,0.03128932,0.14042762,0.09815943,0.0012716578],"about_ca_topic_score_codex":0.0015510538,"about_ca_topic_score_gemma":0.0019267265,"teacher_disagreement_score":0.2879746,"about_ca_system_score_codex":0.0033030563,"about_ca_system_score_gemma":0.015032791,"threshold_uncertainty_score":0.355124},"labels":[],"label_agreement":null},{"id":"W4401504089","doi":"10.1086/732650","title":"A New Look at the Symmetry of the Slutsky Matrix","year":2024,"lang":"en","type":"article","venue":"Journal of Political Economy Microeconomics","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Symmetry (geometry); Matrix (chemical analysis); Mathematics; Materials science; Geometry; Composite material","score_opus":0.006957277612326641,"score_gpt":0.24232205528756798,"score_spread":0.23536477767524133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401504089","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06641821,0.0013569026,0.8885392,0.003868454,0.0004964449,0.00005416462,0.00053643895,0.00024303715,0.03848721],"genre_scores_gemma":[0.8402829,0.0021394265,0.13812396,0.0013732685,0.0012453817,0.00012937063,0.00052547955,0.00028032914,0.015899792],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989973,0.00031718615,0.000057581452,0.00021526705,0.00029304414,0.00011957706],"domain_scores_gemma":[0.9966587,0.0014070742,0.000470084,0.0006858591,0.00055281614,0.00022546574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016871521,0.00066853955,0.0007947065,0.0013347556,0.0008532119,0.0029230355,0.00087114156,0.0011177426,0.009202255],"category_scores_gemma":[0.009388641,0.00036209213,0.0010198039,0.0010731699,0.0034004676,0.0067510623,0.0017398379,0.002754084,0.0014808966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025719493,0.0000119273345,0.00030262183,0.000026527214,0.000010754004,0.00007149483,0.00010832463,0.0034767576,0.0013383677,0.98620564,0.0012194468,0.007202494],"study_design_scores_gemma":[0.000009881216,0.000034817956,0.00017165151,0.00001592909,0.000004971455,0.00010427367,0.000042164414,0.018334711,0.000537025,0.97727555,0.003448497,0.000020506675],"about_ca_topic_score_codex":0.0011457965,"about_ca_topic_score_gemma":0.0006658416,"teacher_disagreement_score":0.009202255,"about_ca_system_score_codex":0.0009624766,"about_ca_system_score_gemma":0.0012164037,"threshold_uncertainty_score":0.030784547},"labels":[],"label_agreement":null}]}