{"meta":{"query_hash":"5059622a1d62","filters":{"venue":"Polity"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/5059622a1d62","api":"https://metacan.xera.ac/api/v1/cohort?venue=Polity"},"results":[{"id":"W1997271423","doi":"10.1057/pol.2013.12","title":"Why Rome Didn’t Bark in the Night: Some Thoughts on Crisis Government and Constitutional Flexibility","year":2013,"lang":"en","type":"article","venue":"Polity","topic":"American Constitutional Law and Politics","field":"Social Sciences","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 Ottawa","funders":"","keywords":"Prerogative; Legitimacy; Dictatorship; Constitutionality; Political science; Context (archaeology); Government (linguistics); State (computer science); Law; Institution; Law and economics; Sociology; Constitution; Politics; Democracy; History; Philosophy","score_opus":0.02610782839453249,"score_gpt":0.30138381828276983,"score_spread":0.2752759898882373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997271423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66737336,0.00015010206,0.00025976682,0.052420054,0.00048702973,0.00060977915,0.00029106965,0.000042563268,0.27836627],"genre_scores_gemma":[0.98690784,0.000019450037,0.00007051842,0.012143937,0.0004675647,0.000031026677,0.0000031962184,0.0000017614639,0.00035467814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983863,0.00034043737,0.0001675723,0.00020925554,0.0005734989,0.00032289024],"domain_scores_gemma":[0.9992523,0.00033741377,0.000046676403,0.00018971937,0.000035330893,0.00013852386],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005977625,0.000097723365,0.00012726666,0.0000149202715,0.00050820434,0.00007381657,0.00018927974,0.000057836478,0.00017493527],"category_scores_gemma":[0.00020051266,0.00006843991,0.000044648732,0.000099462544,0.0040689954,0.00023054768,0.00003803277,0.00014771821,0.000053435222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040406403,0.000079139434,0.009488519,0.000003106095,0.0000047955446,0.0000021512517,0.00060682493,0.000002550635,0.000001826404,0.9807081,0.009035378,0.00006356928],"study_design_scores_gemma":[0.00022403305,0.000048361533,0.22803077,0.000011741842,0.000012400349,0.00000506664,0.0033464588,0.000011808838,0.000019271509,0.17776632,0.59031695,0.00020678794],"about_ca_topic_score_codex":0.016301177,"about_ca_topic_score_gemma":0.0009686742,"teacher_disagreement_score":0.8029418,"about_ca_system_score_codex":0.00030883407,"about_ca_system_score_gemma":0.00038767295,"threshold_uncertainty_score":0.9986414},"labels":[],"label_agreement":null},{"id":"W2057800041","doi":"10.1057/pol.2012.6","title":"Assumed to be Universal: The Leap from Data to Knowledge in the<i>American Political Science Review</i>","year":2012,"lang":"en","type":"article","venue":"Polity","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":2,"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":"Politics; Power (physics); Epistemology; Political science; Social science; Sociology; Law; Philosophy","score_opus":0.30943203569453137,"score_gpt":0.536864306709946,"score_spread":0.22743227101541463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057800041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46147427,0.0002848734,0.00004772934,0.4328291,0.00029066356,0.00061287556,0.000091441776,0.000028717266,0.10434032],"genre_scores_gemma":[0.9791371,0.00007051008,0.0001303398,0.019945443,0.00056565105,0.000018921213,0.0000057173465,0.0000028942038,0.00012339272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9953296,0.0008027428,0.00015116496,0.0003139194,0.00088733673,0.0025152091],"domain_scores_gemma":[0.99590445,0.0009472376,0.000030155963,0.0009020354,0.00010660523,0.0021095017],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013066026,0.00007783368,0.00013588449,0.00006914055,0.00063215545,0.00013191198,0.002853398,0.00001859485,0.00010109458],"category_scores_gemma":[0.010820081,0.000046796267,0.000025699932,0.0022823038,0.0020000224,0.0005830861,0.0005019162,0.00019263069,0.00035071233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000086513155,0.00031682648,0.042714674,0.000012535363,0.0000031241207,6.269868e-7,0.019083433,6.178733e-8,0.00013461472,0.8762801,0.050005943,0.011439398],"study_design_scores_gemma":[0.000026662918,0.000019875557,0.5565201,0.000028637354,0.0000065341305,2.9753994e-7,0.01374566,0.0000071172267,0.000033357668,0.003096951,0.42641872,0.00009607756],"about_ca_topic_score_codex":0.19095716,"about_ca_topic_score_gemma":0.017544782,"teacher_disagreement_score":0.8731832,"about_ca_system_score_codex":0.00088541245,"about_ca_system_score_gemma":0.001711055,"threshold_uncertainty_score":0.9975122},"labels":[],"label_agreement":null},{"id":"W2469147301","doi":"10.1057/pol.2016.11","title":"Blind Injustice: Theorizing Anonymity and Accountability in Modern Democracies","year":2016,"lang":"en","type":"article","venue":"Polity","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anonymity; Accountability; Political science; Solidarity; Politics; Sociology; Law and economics; Law","score_opus":0.03278350667362583,"score_gpt":0.3454120715391733,"score_spread":0.31262856486554746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469147301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591313,0.00018921641,0.0001016112,0.003604998,0.00010794469,0.00013427538,0.000017888957,0.000045560002,0.036667187],"genre_scores_gemma":[0.99863935,0.00022535966,0.00011973601,0.00024320048,0.00017351648,0.0000076435,4.1803776e-7,0.000003187777,0.00058761257],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989251,0.0002279819,0.00012908742,0.00021150784,0.00020202997,0.0003042984],"domain_scores_gemma":[0.99939245,0.00026883502,0.00004186222,0.0001472542,0.00005753017,0.00009208843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321206,0.000075725264,0.00011587132,0.000004814363,0.0003957757,0.000050980365,0.000146434,0.00014502477,0.00010502391],"category_scores_gemma":[0.00054724416,0.00004985972,0.000037793816,0.00012870716,0.0006960015,0.00037012622,0.000067986875,0.000112807655,0.000008689705],"study_design_candidate":"theoretical_or_conceptual","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":[0.00010442029,0.00015805155,0.5389828,0.000045981487,0.000015440222,0.0000016817243,0.09379216,5.645861e-7,0.0012278246,0.33000636,0.0004790482,0.035185624],"study_design_scores_gemma":[0.0006939456,0.000011830492,0.24964657,0.000035182497,0.000016042575,5.1317323e-7,0.022686893,0.000013530778,0.00027902614,0.7195659,0.006819707,0.0002307986],"about_ca_topic_score_codex":0.0029051704,"about_ca_topic_score_gemma":0.006463683,"teacher_disagreement_score":0.3895596,"about_ca_system_score_codex":0.00015308021,"about_ca_system_score_gemma":0.00008887199,"threshold_uncertainty_score":0.4391768},"labels":[],"label_agreement":null},{"id":"W2791594433","doi":"10.1086/696709","title":"The Political Consequences of Independence Referenda in Liberal Democracies: Quebec, Scotland, and Catalonia","year":2018,"lang":"en","type":"article","venue":"Polity","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Independence (probability theory); Political science; Politics; Political economy; Public administration; Law; Sociology","score_opus":0.025136339118120053,"score_gpt":0.32503600271536703,"score_spread":0.29989966359724696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791594433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480142,0.00019839,0.0000069305984,0.0094516715,0.00015975832,0.000121620644,0.0000433304,0.0000146559805,0.04198944],"genre_scores_gemma":[0.9976675,0.000026107733,0.000019687654,0.0002550952,0.00020742926,0.0000054507655,5.210582e-7,0.0000029217783,0.0018152801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99840796,0.00025450252,0.0002513816,0.00016988913,0.00033643824,0.0005798429],"domain_scores_gemma":[0.999066,0.0004015084,0.0000779321,0.00016273947,0.00009191832,0.00019993441],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007473154,0.00007543695,0.00015766152,0.00001810619,0.00033028683,0.00006408136,0.00023721061,0.000097201526,0.00002365067],"category_scores_gemma":[0.0009047949,0.00005200657,0.00002538371,0.00012957312,0.0035637596,0.0001482962,0.00006542505,0.0001350684,0.000013656983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000093935505,0.0000110343635,0.18184243,0.0000073693536,0.0000027772755,0.0000011612144,0.00079122087,6.5476056e-9,0.000040582076,0.81674653,0.00019330045,0.00035421058],"study_design_scores_gemma":[0.00021416503,0.000044505625,0.74526995,0.00006610465,0.0000052035834,0.0000036604663,0.0014038116,0.000006102831,0.0011353687,0.22657682,0.025132244,0.00014204725],"about_ca_topic_score_codex":0.77199703,"about_ca_topic_score_gemma":0.7271438,"teacher_disagreement_score":0.59016967,"about_ca_system_score_codex":0.00014222605,"about_ca_system_score_gemma":0.0004268063,"threshold_uncertainty_score":0.99914795},"labels":[],"label_agreement":null},{"id":"W2891837647","doi":"10.1086/699638","title":"Assessing Howard J. Wiarda’s Contributions to Our Understanding of U.S. Foreign Policy in Latin America and the Caribbean","year":2018,"lang":"en","type":"article","venue":"Polity","topic":"Cuban History and Society","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Latin Americans; Foreign policy; Scholarship; Political science; Latin American studies; Economic history; Development economics; Law; History; Politics; Economics","score_opus":0.08728968205962791,"score_gpt":0.39554940750085815,"score_spread":0.30825972544123026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891837647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6184604,0.000100986865,0.009390937,0.04982532,0.00023468118,0.0006527781,0.00011065955,0.00006473578,0.32115948],"genre_scores_gemma":[0.9989728,0.000011742095,0.00013199278,0.00049129484,0.00028105895,0.0000043189466,9.216748e-7,0.0000029708256,0.00010295153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99903613,0.00031974597,0.00013728683,0.000111542504,0.00015227358,0.00024304612],"domain_scores_gemma":[0.9995166,0.00014957298,0.000069768685,0.00011124691,0.000062946165,0.000089870045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093664543,0.000052817843,0.00015328228,0.000042657775,0.0006770441,0.000051845334,0.0001056784,0.00004976439,0.000008694556],"category_scores_gemma":[0.00096112356,0.000043179814,0.00004979872,0.0003527523,0.00084628706,0.00012016586,0.000043921573,0.0000929711,0.0000022117804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013847954,0.000014033323,0.017647594,0.0000040245245,0.0000074130444,2.1335275e-7,0.055573482,0.0000011135664,0.000035571207,0.9251724,0.0012937089,0.00023659728],"study_design_scores_gemma":[0.0016206413,0.00006780073,0.22556709,0.000052629897,0.000038475075,6.7962947e-7,0.36913317,0.00014730771,0.00010596491,0.36661175,0.036365982,0.00028849195],"about_ca_topic_score_codex":0.044022277,"about_ca_topic_score_gemma":0.0072396817,"teacher_disagreement_score":0.55856067,"about_ca_system_score_codex":0.00074261025,"about_ca_system_score_gemma":0.0003298757,"threshold_uncertainty_score":0.96234363},"labels":[],"label_agreement":null},{"id":"W4246191375","doi":"10.1086/690101","title":"A Reply to My Critics","year":2017,"lang":"en","type":"article","venue":"Polity","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Epistemology; Law and economics; Law; Sociology; Philosophy","score_opus":0.17156191235925633,"score_gpt":0.450912842128264,"score_spread":0.27935092976900766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246191375","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023599267,0.0000057653115,0.000050753886,0.20789768,0.00031758257,0.00006292073,0.000015286656,0.000045159584,0.7680056],"genre_scores_gemma":[0.97852093,0.0000036852894,0.00019620861,0.01866366,0.00092466886,0.0000034216744,2.908142e-7,0.0000032125015,0.00168392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99912494,0.000078121004,0.00008447438,0.0001308478,0.00021886876,0.000362757],"domain_scores_gemma":[0.9989581,0.00011569656,0.000024352677,0.00045708014,0.00008212439,0.00036265663],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007272021,0.000044735738,0.000076831384,0.0000126225905,0.0014839218,0.00015344066,0.00040408946,0.00006642713,0.000071461545],"category_scores_gemma":[0.0062344796,0.00004526298,0.00004059701,0.000024513618,0.0005720813,0.00014176652,0.00009495986,0.00013844117,0.00031038452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022987367,0.000016810258,0.0018570886,0.0000039347387,0.0000017210707,0.0000020185162,0.002299773,4.4100148e-8,0.000002733143,0.9929307,0.0025623718,0.0003204792],"study_design_scores_gemma":[0.000033542066,0.000008755255,0.023577845,0.000005142226,0.0000032987627,1.149293e-7,0.00014777112,0.0000010606229,0.000052911328,0.6931187,0.28299248,0.00005837839],"about_ca_topic_score_codex":0.031345047,"about_ca_topic_score_gemma":0.0008483867,"teacher_disagreement_score":0.95492166,"about_ca_system_score_codex":0.000067799636,"about_ca_system_score_gemma":0.00014044243,"threshold_uncertainty_score":0.999816},"labels":[],"label_agreement":null},{"id":"W4292846827","doi":"10.1086/721675","title":"The Darkness at the End of History","year":2022,"lang":"en","type":"article","venue":"Polity","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Polity; Politics; Political science; Media studies; Law; Library science; Sociology; Computer science","score_opus":0.04595238177199942,"score_gpt":0.2897131281551124,"score_spread":0.243760746383113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292846827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32671636,0.0017542785,5.296441e-7,0.0093992,0.0013602459,0.00009218262,0.000024716315,0.00001549159,0.66063696],"genre_scores_gemma":[0.9893612,0.000004771203,7.484234e-7,0.00031278346,0.00016128483,0.000012566303,0.0000012536989,0.0000021097494,0.0101432465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990609,0.00044082254,0.00007534287,0.00006696896,0.00026457798,0.00009138242],"domain_scores_gemma":[0.9994618,0.0002265212,0.000059376995,0.00020754972,0.000017124057,0.000027624339],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010710377,0.00003055848,0.00004742529,0.000007102972,0.0020427057,0.0000031384725,0.0003094453,0.00001058185,0.0011483371],"category_scores_gemma":[0.000083273575,0.000018702714,0.000052292366,0.00006780649,0.000833162,0.00002268092,0.00012406358,0.000096546035,0.000009262393],"study_design_candidate":"theoretical_or_conceptual","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":[0.000029577233,0.00003430791,0.0025974067,0.00000340576,0.0000068911722,6.893314e-7,0.03351294,0.000005595753,0.00006290856,0.93680465,0.026037801,0.0009038487],"study_design_scores_gemma":[0.00002838349,0.000005264504,0.0044605657,2.0807764e-7,0.0000032164442,2.7938535e-7,0.00028896215,8.300056e-7,0.000007309559,0.0961388,0.89904237,0.00002382606],"about_ca_topic_score_codex":0.0059915446,"about_ca_topic_score_gemma":0.003950422,"teacher_disagreement_score":0.87300456,"about_ca_system_score_codex":0.00072533643,"about_ca_system_score_gemma":0.0001793065,"threshold_uncertainty_score":0.99976474},"labels":[],"label_agreement":null},{"id":"W4322726633","doi":"10.1086/724222","title":"Buttered Bagels","year":2023,"lang":"en","type":"article","venue":"Polity","topic":"American Political and Social Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.05501598163636943,"score_gpt":0.25837548210554284,"score_spread":0.20335950046917342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322726633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33210665,0.000004079115,0.000016723285,0.0028196776,0.00033831687,0.00004709052,0.00015341108,0.00031416267,0.6641999],"genre_scores_gemma":[0.957294,0.0000025232623,0.000006284224,0.0014238543,0.000632024,0.0000049339997,0.00001915714,0.0000068679965,0.04061036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994766,0.000022417433,0.000084518644,0.00008377103,0.00008098669,0.00025169586],"domain_scores_gemma":[0.9997503,0.00004369706,0.000015992266,0.00009427334,0.000025019355,0.00007068074],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006232746,0.000052404237,0.000085952015,0.000024020215,0.00018000585,0.00004349508,0.000072601455,0.000015634636,0.0013878228],"category_scores_gemma":[0.000032463457,0.00004473423,0.000052110543,0.000032059575,0.00029567935,0.000047339065,0.000036416957,0.000056089022,0.001715887],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000010651117,0.0000096233925,0.0003367217,0.000005349765,0.0000054051948,0.0000022017568,0.0039629405,1.8671048e-7,0.0000020918083,0.98786,0.0068508238,0.0009635487],"study_design_scores_gemma":[0.00013020098,0.00003092535,0.022721874,0.0000045202632,0.000011706869,3.8764338e-7,0.004234351,0.0004309757,0.000011097028,0.38658863,0.5856334,0.0002019047],"about_ca_topic_score_codex":0.0018783095,"about_ca_topic_score_gemma":0.00020470655,"teacher_disagreement_score":0.62518734,"about_ca_system_score_codex":0.00002007636,"about_ca_system_score_gemma":0.000015619826,"threshold_uncertainty_score":0.99952507},"labels":[],"label_agreement":null},{"id":"W4377819759","doi":"10.1086/725240","title":"Forecasting the 2022 U.S. House Elections with a State-by-State Model: No Red-Carpet Treatment for the Republicans","year":2023,"lang":"en","type":"article","venue":"Polity","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Polity; State (computer science); Political science; Politics; Library science; Humanities; Law; Art; Computer science","score_opus":0.12155694073444256,"score_gpt":0.3639059744732209,"score_spread":0.2423490337387783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377819759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225219,0.00006635814,0.009979755,0.051104274,0.00039530278,0.0028705827,0.00051267276,0.0007506782,0.011798484],"genre_scores_gemma":[0.9887117,0.000016305567,0.000032698095,0.00019042968,0.000196812,0.00042649262,0.000010978055,0.000017768552,0.010396797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986332,0.00015731867,0.00018302127,0.00017586566,0.0002444703,0.0006061093],"domain_scores_gemma":[0.9987376,0.00068351335,0.00008031146,0.00021093742,0.00016289951,0.00012475278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011290363,0.00009074686,0.00010515051,0.000025371259,0.0013594694,0.00011313262,0.00013164454,0.000031560445,0.000015285417],"category_scores_gemma":[0.00032336242,0.000047153517,0.00006393703,0.00046882164,0.0001699503,0.000103507766,0.000015823758,0.00008339943,0.000014290637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010396318,0.000934201,0.1390007,0.00013627385,0.0009814836,0.000009145798,0.09272305,0.023985915,0.000809679,0.27881363,0.4125317,0.0490346],"study_design_scores_gemma":[0.0013005176,0.0011129455,0.013358487,0.000033014352,0.00021365807,0.000002882877,0.0023638154,0.2884873,0.0009133382,0.06628774,0.6252828,0.00064350106],"about_ca_topic_score_codex":0.08059521,"about_ca_topic_score_gemma":0.08799305,"teacher_disagreement_score":0.26450136,"about_ca_system_score_codex":0.0002828015,"about_ca_system_score_gemma":0.00022585923,"threshold_uncertainty_score":0.99994063},"labels":[],"label_agreement":null},{"id":"W4378212789","doi":"10.1086/725238","title":"Plato the Novelist: The Family Saga in <i>Republic</i> 8–9","year":2023,"lang":"en","type":"article","venue":"Polity","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","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":"Toronto Metropolitan University","funders":"","keywords":"SOCRATES; Narrative; Politics; Democracy; The Republic; Plot (graphics); Literature; Philosophy; History; Aesthetics; Political science; Law; Epistemology; Art","score_opus":0.11998062265894276,"score_gpt":0.26231989531645705,"score_spread":0.14233927265751428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378212789","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22517695,0.00010471805,0.0000010334438,0.052205853,0.0005959814,0.00016322375,0.0000971229,0.00013491494,0.7215202],"genre_scores_gemma":[0.9883748,0.000009387489,5.242035e-7,0.0052419924,0.0010735292,0.000022701186,0.000008857553,0.000008474667,0.0052597243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999226,0.000064195025,0.00015799925,0.00013750317,0.00016001459,0.00025431623],"domain_scores_gemma":[0.9993148,0.0002705197,0.00003325793,0.00032077407,0.000025542431,0.000035139878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003900257,0.0000867006,0.00009698276,0.000032064112,0.00037024956,0.00015315902,0.00027937497,0.00002487737,0.00021527124],"category_scores_gemma":[0.00007171399,0.00004283793,0.00007440358,0.00012446214,0.00034189643,0.0000968389,0.00010920984,0.00022696274,0.0004759982],"study_design_candidate":"theoretical_or_conceptual","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":[0.000006237928,0.000029658582,0.000216971,0.000004547192,0.0000065077393,0.0000023778507,0.00510394,0.0000017671609,0.0000050418003,0.9585552,0.035318114,0.0007496075],"study_design_scores_gemma":[0.00011195628,0.000007633904,0.020982068,0.0000044338876,0.0000040997616,4.0753363e-7,0.00089683506,0.00007756502,0.000009341635,0.23024695,0.7475955,0.00006324178],"about_ca_topic_score_codex":0.0018115477,"about_ca_topic_score_gemma":0.0030138344,"teacher_disagreement_score":0.76319784,"about_ca_system_score_codex":0.000023147608,"about_ca_system_score_gemma":0.000024590681,"threshold_uncertainty_score":0.6118153},"labels":[],"label_agreement":null},{"id":"W4386249610","doi":"10.1086/726435","title":"An American Political Theorist between History and Utopia","year":2023,"lang":"en","type":"article","venue":"Polity","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Utopia; Political philosophy; Political science; Politics; Political history; Politics of the United States; American history; Epistemology; Political economy; Sociology; Social science; Environmental ethics; Philosophy; Law; Anthropology","score_opus":0.05474179900977077,"score_gpt":0.3817311371562242,"score_spread":0.3269893381464534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386249610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9425079,0.00000877369,0.000014320361,0.0021269715,0.00022942331,0.00008166741,0.00002876168,0.00025865002,0.054743484],"genre_scores_gemma":[0.99603134,0.000005815158,0.00005583609,0.00058644975,0.0005692505,0.0000049609303,0.000011395579,0.0000087359895,0.0027261833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99850166,0.0002915984,0.00012552067,0.00022610706,0.00028271243,0.00057237735],"domain_scores_gemma":[0.9991939,0.00011990358,0.000044519085,0.00021603209,0.000024730687,0.00040088804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006901075,0.000078412166,0.00014837953,0.000058839214,0.0002769162,0.00003068528,0.00021489961,0.00004608563,0.000079507234],"category_scores_gemma":[0.00017185423,0.000075334334,0.00003044226,0.00016222321,0.0010293362,0.00013389866,0.00005163502,0.00010215356,0.0000858749],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015137437,0.000015860394,0.31825966,0.0000029653538,0.000006340745,0.0000022767388,0.0030016159,1.9964368e-8,0.00001324395,0.67559904,0.00093664404,0.0021607918],"study_design_scores_gemma":[0.00006990412,0.000025111673,0.8112472,0.0000023167927,0.000009321308,6.8907276e-8,0.00086922187,0.000005182655,0.000018442395,0.06265473,0.12499462,0.0001038576],"about_ca_topic_score_codex":0.07065999,"about_ca_topic_score_gemma":0.0018175206,"teacher_disagreement_score":0.6129443,"about_ca_system_score_codex":0.00053892384,"about_ca_system_score_gemma":0.0001465742,"threshold_uncertainty_score":0.9355286},"labels":[],"label_agreement":null},{"id":"W4392154107","doi":"10.1086/729279","title":"Educating the Body Politic: How Hobbes’s Civil Science Strengthens and Constrains the Sovereign","year":2024,"lang":"en","type":"article","venue":"Polity","topic":"Seventeenth-Century Political and Philosophical Thought","field":"Arts and Humanities","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 Toronto","funders":"","keywords":"Sovereignty; Body politic; Political science; Law; Law and economics; Environmental ethics; Sociology; Politics; Philosophy","score_opus":0.04647678468135601,"score_gpt":0.2745181958842246,"score_spread":0.22804141120286858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392154107","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15981479,0.00127149,0.0000060589296,0.096865825,0.001531985,0.00027322196,0.0003617025,0.00013848812,0.73973644],"genre_scores_gemma":[0.99270076,0.000031041152,0.000005822362,0.002323035,0.002515392,0.000014236717,0.0000039360716,0.000012081683,0.002393671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99851197,0.000102426704,0.00016544064,0.00031227295,0.00031708175,0.0005907842],"domain_scores_gemma":[0.99872655,0.00065153994,0.000030901356,0.0003264508,0.00006930907,0.00019523823],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005362431,0.00016642812,0.00013729748,0.000042933243,0.0011963266,0.0011526631,0.00035571883,0.000028869032,0.0007935311],"category_scores_gemma":[0.00024549285,0.00008108445,0.00009147049,0.00008794616,0.0042241835,0.00022220462,0.00015857312,0.00035704445,0.000053102478],"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":[0.0000015132666,0.000034546127,0.00007345199,0.00003300615,0.000019613697,0.0000017275647,0.005180684,4.8462077e-8,0.000015207064,0.99237174,0.0010659673,0.0012024933],"study_design_scores_gemma":[0.00007894523,0.000037569607,0.001618265,0.000059485385,0.00005251319,0.00002767664,0.0052542128,0.0002810838,0.00010056175,0.7435629,0.24874623,0.00018060765],"about_ca_topic_score_codex":0.00044352893,"about_ca_topic_score_gemma":0.000089305926,"teacher_disagreement_score":0.832886,"about_ca_system_score_codex":0.00005590847,"about_ca_system_score_gemma":0.00019946892,"threshold_uncertainty_score":0.99988425},"labels":[],"label_agreement":null},{"id":"W4401742692","doi":"10.1086/732023","title":"Democratic Civil Religion and the Kleisthenic Reforms","year":2024,"lang":"en","type":"article","venue":"Polity","topic":"Religion and Society Interactions","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Political science; Democracy; Political economy; Public administration; Law; Politics; Sociology","score_opus":0.014070934568060236,"score_gpt":0.3289701636582861,"score_spread":0.31489922909022583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401742692","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11290003,0.002214088,0.00027786085,0.098403074,0.00096273836,0.0002542929,0.000003897362,0.00025255073,0.78473145],"genre_scores_gemma":[0.9862099,0.002423423,0.000014540951,0.0013281549,0.00019301716,0.000011684945,7.605244e-7,0.0000035458372,0.00981495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993887,0.00012215745,0.00009987951,0.00010163602,0.00014303057,0.00014460321],"domain_scores_gemma":[0.99958694,0.00020545558,0.000016699181,0.000108871594,0.000021992573,0.000060036913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463591,0.000044230736,0.000065865366,0.000014001525,0.00049780967,0.00015934471,0.00008734613,0.000045729994,0.00004922337],"category_scores_gemma":[0.0001466383,0.00002496982,0.000084622436,0.00013604216,0.0005207254,0.0001098329,0.000021331634,0.00014036891,0.000094627605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040595173,0.000004939441,0.00024426854,0.000008011525,0.000011910367,6.891804e-7,0.012158048,1.9182399e-7,0.0000034356622,0.9489295,0.03780825,0.00082672836],"study_design_scores_gemma":[0.0001395805,0.000007344049,0.0011510467,0.000025841557,0.000020909976,0.000004555835,0.002723918,0.00039918176,0.000007733822,0.5755873,0.41986215,0.00007045371],"about_ca_topic_score_codex":0.009756318,"about_ca_topic_score_gemma":0.0026157252,"teacher_disagreement_score":0.8733099,"about_ca_system_score_codex":0.00009200111,"about_ca_system_score_gemma":0.00007755422,"threshold_uncertainty_score":0.9968378},"labels":[],"label_agreement":null},{"id":"W4407931773","doi":"10.1086/734679","title":"Who’s “Really” Authentic? The Role of Race, Gender, and Party in Shaping Perceptions of Candidate Authenticity","year":2025,"lang":"en","type":"article","venue":"Polity","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Race (biology); Perception; Political science; Social psychology; Gender studies; Sociology; Psychology","score_opus":0.03955383830557841,"score_gpt":0.36075088144157547,"score_spread":0.32119704313599706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407931773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97820383,0.00013745402,0.00006015553,0.0007232998,0.000048909707,0.00017026777,0.000016531812,0.000008126905,0.020631393],"genre_scores_gemma":[0.9995831,0.0000127323465,0.000008340849,0.00003996079,0.00002693812,0.000009344464,0.0000011471835,0.0000017243631,0.00031668396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901193,0.00030000618,0.00024389265,0.000095732445,0.00013268944,0.0002157498],"domain_scores_gemma":[0.9995625,0.00013991712,0.000068053625,0.00011810961,0.00005874359,0.000052701445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073842617,0.000047568563,0.00014794411,0.000042389333,0.00016183093,0.000015711674,0.00009060727,0.00005066648,0.000054909397],"category_scores_gemma":[0.00021257593,0.000036370333,0.000034944675,0.00019627786,0.00030352635,0.00006117108,0.00003312699,0.00007074201,0.0000014449265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043686464,0.00003378802,0.581306,0.000028688111,0.000007438923,3.6951654e-8,0.009303319,0.0000016506218,0.00034791278,0.40856215,0.000030960215,0.00037371775],"study_design_scores_gemma":[0.000094072675,0.00000739612,0.91013,0.00003266791,0.000019016066,4.080752e-8,0.0022238642,0.000419311,0.00030185128,0.0860747,0.0006597474,0.000037301692],"about_ca_topic_score_codex":0.13148288,"about_ca_topic_score_gemma":0.031986408,"teacher_disagreement_score":0.32882407,"about_ca_system_score_codex":0.000055092958,"about_ca_system_score_gemma":0.00011345591,"threshold_uncertainty_score":0.9856773},"labels":[],"label_agreement":null},{"id":"W4415526083","doi":"10.1086/738154","title":"Which Iphigenia is Sacrificeable? Jean Racine and the Gendered Politics of Desire","year":2025,"lang":"en","type":"article","venue":"Polity","topic":"French Literature and Criticism","field":"Arts and Humanities","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":"Trent University","funders":"","keywords":"Politics; Ideology; Narrative; Normative; Power (physics); Drama; Salient; Fantasy","score_opus":0.021303949251859234,"score_gpt":0.24011683218752267,"score_spread":0.21881288293566342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415526083","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13472226,0.0073367595,0.0000820552,0.015065615,0.0006691741,0.00031878657,0.0002593276,0.000057677982,0.84148836],"genre_scores_gemma":[0.97086793,0.00004371373,0.00003027523,0.0021137446,0.0002518284,0.0000062825006,0.000008921855,0.0000053592644,0.02667193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992376,0.00007055922,0.00023022376,0.00014264416,0.00010139042,0.00021759441],"domain_scores_gemma":[0.99925905,0.00016475382,0.000042880583,0.00028700693,0.00020471531,0.00004160805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021097978,0.00010781988,0.00020764412,0.00004964575,0.0003073357,0.00011415009,0.00012402203,0.000041915133,0.0004048789],"category_scores_gemma":[0.000085435524,0.00006962879,0.000053796444,0.00005231355,0.0004335471,0.00007884576,0.000044194432,0.00012572596,0.0000054581355],"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":[0.00001770064,0.000028381595,0.00021672885,0.000107361964,0.000043617623,3.549421e-7,0.011433308,1.0661977e-7,0.000016592783,0.98051816,0.0073983124,0.00021936241],"study_design_scores_gemma":[0.0015039236,0.000040235824,0.0033399914,0.000077744764,0.0002068535,0.000002169167,0.004463025,0.00020776858,0.0021319343,0.6133633,0.37446606,0.00019697759],"about_ca_topic_score_codex":0.0014745994,"about_ca_topic_score_gemma":0.000603322,"teacher_disagreement_score":0.8361457,"about_ca_system_score_codex":0.000013250036,"about_ca_system_score_gemma":0.000048423906,"threshold_uncertainty_score":0.44331402},"labels":[],"label_agreement":null}]}