{"meta":{"query_hash":"9f435183f1c9","filters":{"topic":"Contemporary Social and Economic Issues"},"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/9f435183f1c9","api":"https://metacan.xera.ac/api/v1/cohort?topic=Contemporary+Social+and+Economic+Issues"},"results":[{"id":"W4283762201","doi":"10.18290/rf2202.12","title":"Apofatyzm filozoficzny a Michała Hellera idea matematyczności przyrody","year":2022,"lang":"pl","type":"article","venue":"Roczniki Filozoficzne","topic":"Contemporary Social and Economic Issues","field":"Social Sciences","cited_by":1,"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":"Theology; Philosophy; Physics","score_opus":0.028400103418242943,"score_gpt":0.2667895116772833,"score_spread":0.23838940825904037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283762201","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":[0.5329317,0.019315923,0.000089105946,0.039053507,0.017975949,0.004577349,0.002759196,0.001498534,0.38179874],"genre_scores_gemma":[0.80554974,0.00073755597,0.00015373023,0.0021462832,0.0024946558,0.00040680764,0.00032225891,0.00017264795,0.18801631],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99070793,0.0015522963,0.0018990636,0.0018804456,0.0016545084,0.0023057458],"domain_scores_gemma":[0.9961228,0.0005373961,0.0011021147,0.0012331781,0.00021490655,0.00078960095],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003174088,0.001063727,0.0017349131,0.0005303487,0.0062054363,0.0006427108,0.0023988064,0.00048637675,0.045402627],"category_scores_gemma":[0.00024200598,0.0012899365,0.00095211325,0.0018402474,0.0006418065,0.00096304546,0.0016994827,0.0015154977,0.0044840383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013219822,0.0027452747,0.008110378,0.0007034605,0.0014214007,0.00065244554,0.20258439,0.00064958516,0.0016004881,0.066396974,0.6955411,0.018272575],"study_design_scores_gemma":[0.0015508092,0.0005088219,0.0011288389,0.000094159965,0.0001642773,0.000027269083,0.046935428,0.00055354513,0.00014550131,0.002925594,0.94434035,0.0016254004],"about_ca_topic_score_codex":0.0075071547,"about_ca_topic_score_gemma":0.0012070554,"teacher_disagreement_score":0.27261803,"about_ca_system_score_codex":0.0011998062,"about_ca_system_score_gemma":0.0010329325,"threshold_uncertainty_score":0.99910194},"labels":[],"label_agreement":null},{"id":"W4405620271","doi":"10.61947/uw.pf.2024.75.3-4.12-16","title":"Ktokolwiek widział, ktokolwiek wie! Ukradziono Nagrodę Nobla z fizyki!","year":2024,"lang":"en","type":"article","venue":"Postępy Fizyki","topic":"Contemporary Social and Economic Issues","field":"Social Sciences","cited_by":1,"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":"Geology","score_opus":0.02348817400487675,"score_gpt":0.33530164712076127,"score_spread":0.31181347311588453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405620271","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":[0.29476193,0.011762274,0.000080688784,0.038127907,0.008006769,0.00095503975,0.00010710037,0.002373776,0.6438245],"genre_scores_gemma":[0.9391082,0.0009788163,0.00016536606,0.0010846438,0.0027706383,0.000052243464,0.000034113404,0.00007947476,0.055726506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972083,0.00022186083,0.0005318587,0.00072533684,0.0004461065,0.0008665144],"domain_scores_gemma":[0.9986634,0.00041355076,0.00010359565,0.00037175886,0.00009793465,0.00034975438],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010791704,0.00033925058,0.00043909185,0.00020074096,0.00095266,0.0006320981,0.0006219564,0.00028878677,0.002746662],"category_scores_gemma":[0.00017853266,0.00034573668,0.00034189262,0.00057152525,0.00046630774,0.0011019058,0.00013258349,0.00039586594,0.0050441874],"study_design_candidate":"not_applicable","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":[0.00011643838,0.00025828145,0.007931161,0.0002370715,0.0004143725,0.0003744761,0.17943245,0.000009401294,0.00045118653,0.47878107,0.22194698,0.1100471],"study_design_scores_gemma":[0.00021778115,0.00007985582,0.001366346,0.000112156624,0.00004001986,0.0000050364806,0.005611931,0.00014887523,0.00006862503,0.014817821,0.97702855,0.00050298416],"about_ca_topic_score_codex":0.010321239,"about_ca_topic_score_gemma":0.0054936963,"teacher_disagreement_score":0.7550816,"about_ca_system_score_codex":0.0002961764,"about_ca_system_score_gemma":0.0005390632,"threshold_uncertainty_score":0.99989945},"labels":[],"label_agreement":null},{"id":"W6925542764","doi":"10.18712/nsd-nsd1938-3-v2","title":"Labour Force Survey 2013, 3rd Quarter","year":2022,"lang":"en","type":"dataset","venue":"NSD – Norsk senter for forskningsdata","topic":"Contemporary Social and Economic Issues","field":"Social Sciences","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":"Quarter (Canadian coin); Comparability; Unemployment; Population; Point (geometry); Working population; Order (exchange); Work (physics)","score_opus":0.051094173224494395,"score_gpt":0.31981412663261444,"score_spread":0.26871995340812005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925542764","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009668574,0.00034545272,0.000045254645,0.002278215,0.0047460506,0.0013005342,0.98950094,0.00012785668,0.0006888538],"genre_scores_gemma":[0.0004520696,0.00049353705,0.000059022874,0.001084049,0.0016887359,0.00028195308,0.95819724,0.000069179434,0.03767423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957979,0.00055773364,0.000824989,0.0010816106,0.000598496,0.0011392985],"domain_scores_gemma":[0.99711126,0.0006082082,0.00070971175,0.0010877795,0.00016846607,0.00031458397],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031108968,0.00057911436,0.00092239876,0.00026717558,0.00183984,0.0004497888,0.002321235,0.00053067703,0.032851916],"category_scores_gemma":[0.00047466665,0.00064001966,0.0004693907,0.00032408253,0.0002870004,0.0010317505,0.00072069804,0.00065297383,0.00041989097],"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":[0.00012767814,0.00009747167,0.00080074667,0.0000946638,0.00017537992,0.000009393105,0.0019605914,7.0785603e-7,4.5345922e-7,0.0003928527,0.9961107,0.00022939044],"study_design_scores_gemma":[0.0006257429,0.00015320489,0.00014676912,0.000036865356,0.00007802992,0.0000017061017,0.002451706,0.0000048764723,8.1794104e-7,0.00087766733,0.99489385,0.00072874286],"about_ca_topic_score_codex":0.167709,"about_ca_topic_score_gemma":0.22726817,"teacher_disagreement_score":0.059559185,"about_ca_system_score_codex":0.0003433316,"about_ca_system_score_gemma":0.00044103974,"threshold_uncertainty_score":0.9996051},"labels":[],"label_agreement":null},{"id":"W6977808263","doi":"10.6084/m9.figshare.c.7444075","title":"Exploring the perspectives of health care professionals on digital health technologies in pediatric care and rehabilitation","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Contemporary Social and Economic Issues","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":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Digital health; Telehealth; Health care; eHealth; Rehabilitation; Health professionals; Health technology; Emerging technologies","score_opus":0.08388023525354557,"score_gpt":0.35066273721772667,"score_spread":0.2667825019641811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977808263","genre_codex":"review","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":[0.0024052474,0.44396463,1.5106489e-8,0.020804182,0.00048093728,0.0026140306,0.09674694,0.00061688083,0.43236715],"genre_scores_gemma":[0.95982116,0.0022936238,0.000018033772,0.000055252567,0.0004929885,0.0006411956,0.005251207,0.00014479598,0.031281732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991514,0.00010165333,0.00019137941,0.00025405997,0.00013525553,0.00016626394],"domain_scores_gemma":[0.9994481,0.00018977342,0.00019607178,0.000114684815,0.000032666827,0.000018687828],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010661691,0.0001120428,0.0002497086,0.00021147783,0.00013553265,0.000046709218,0.00014806046,0.000097792734,0.0010729441],"category_scores_gemma":[0.0006781939,0.00008606439,0.00005346759,0.00020927213,0.000043480384,0.0001193901,0.00007944114,0.00018852881,0.000078392],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018917068,0.000010590703,0.00019849969,0.0016218884,0.00000495081,4.3216403e-7,0.52077097,9.185905e-8,9.1728813e-10,0.0003247718,0.43978712,0.03727879],"study_design_scores_gemma":[0.000029588042,0.00006340639,0.00037311827,0.0026952233,7.6972987e-7,1.6058227e-8,0.63716394,3.7006643e-8,4.6616815e-8,0.00008741945,0.35952565,0.000060793303],"about_ca_topic_score_codex":0.0011777724,"about_ca_topic_score_gemma":0.003392282,"teacher_disagreement_score":0.95741594,"about_ca_system_score_codex":0.00024228556,"about_ca_system_score_gemma":0.00044961902,"threshold_uncertainty_score":0.9998402},"labels":[],"label_agreement":null},{"id":"W7035202008","doi":"","title":"Zientzi komunikazioa Euskal Herrian: Elhuyarrren ekarpena","year":2002,"lang":"eu","type":"other","venue":"Hedatuz - Repositorio Digital de Euskomedia","topic":"Contemporary Social and Economic Issues","field":"Social Sciences","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":"Period (music); Work (physics); Identity (music); Quarter (Canadian coin)","score_opus":0.018592222162606666,"score_gpt":0.24647435469054452,"score_spread":0.22788213252793785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035202008","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012767932,0.005025279,0.000010172285,0.0014641116,0.023043657,0.0010936923,0.0005338108,0.0005725732,0.95548874],"genre_scores_gemma":[0.18909062,0.0009987622,0.00010662623,0.00017510614,0.025070399,0.00007513663,0.0003818394,0.00045465725,0.7836469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99296033,0.00036929446,0.0015025907,0.0017721575,0.001261217,0.0021344093],"domain_scores_gemma":[0.9955643,0.00042931,0.001149276,0.0012821713,0.00020520105,0.0013697789],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006739552,0.0013030391,0.0017023081,0.00043374114,0.0010187674,0.004181838,0.0020419771,0.0018303377,0.007602349],"category_scores_gemma":[0.000533308,0.0014076513,0.00094372703,0.0008767533,0.0011264031,0.0018729948,0.0006206636,0.0012303541,0.011207442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014419941,0.0008674771,0.014020157,0.00023319403,0.000837933,0.00085440703,0.04419422,0.0000027740516,0.00003524113,0.004624326,0.8988696,0.03531648],"study_design_scores_gemma":[0.0007217301,0.00019108134,0.0007653468,0.0004513715,0.00013452127,0.00003726482,0.0037765675,0.000031028845,0.000018391085,0.0005575477,0.99172175,0.0015934214],"about_ca_topic_score_codex":0.0045845048,"about_ca_topic_score_gemma":0.0010297785,"teacher_disagreement_score":0.17632268,"about_ca_system_score_codex":0.0014059128,"about_ca_system_score_gemma":0.0009666642,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W7036519089","doi":"","title":"The Children of Herbert Theodore Thomas from his first marriage to Gertrude Thomas (nee) Nunes.","year":2014,"lang":"en","type":"other","venue":"University of Florida Digital Collections (University of Florida)","topic":"Contemporary Social and Economic Issues","field":"Social Sciences","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":"George (robot); Criticism","score_opus":0.007212698050575747,"score_gpt":0.17896884848812167,"score_spread":0.1717561504375459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036519089","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028549237,0.0002803235,0.0006271619,0.0014361358,0.0012113766,0.00077391224,0.0014444261,0.00016786538,0.96550953],"genre_scores_gemma":[0.12258152,0.0006068802,0.00028343048,0.000012290061,0.00050787814,2.2298732e-7,0.00009284988,0.00007093239,0.875844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831045,0.00013035722,0.00023439403,0.0004909621,0.0004563645,0.00037745704],"domain_scores_gemma":[0.99803144,0.00038409582,0.00059192843,0.0005536479,0.00020121115,0.00023770069],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026702936,0.0003081718,0.00076419045,0.0005300397,0.0020308776,0.00008099809,0.0013393,0.0004219027,0.0016134051],"category_scores_gemma":[0.000107891006,0.00037388745,0.0005312771,0.0010751676,0.001207918,0.00042135324,0.0003855372,0.00023409759,0.000086820524],"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":[0.00041535895,0.00011582057,0.007338583,0.000043530643,0.00092456705,0.000012637005,0.020063618,0.000025026728,0.000006730308,0.0055628596,0.96346915,0.002022119],"study_design_scores_gemma":[0.0006632685,0.000118865755,0.0031056146,0.00015383364,0.0001531822,4.6646448e-7,0.024602307,0.000014823077,0.000008513797,0.00056320097,0.9702364,0.00037949477],"about_ca_topic_score_codex":0.07860702,"about_ca_topic_score_gemma":0.11535398,"teacher_disagreement_score":0.09403228,"about_ca_system_score_codex":0.00030239078,"about_ca_system_score_gemma":0.00042863179,"threshold_uncertainty_score":0.9998713},"labels":[],"label_agreement":null},{"id":"W7139395950","doi":"","title":"Meanders of democratization in Poland in the last quarter of the 20th century and at the beginning of the 21st century","year":2020,"lang":"en","type":"book-chapter","venue":"Jagiellonian University Repository (Jagiellonian University)","topic":"Contemporary Social and Economic Issues","field":"Social Sciences","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":"Quarter (Canadian coin); Democratization; Context (archaeology)","score_opus":0.009759363823236026,"score_gpt":0.17520810716030327,"score_spread":0.16544874333706724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139395950","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":[0.18434116,0.0005785223,0.000002136658,0.0058709774,0.00052485656,0.0009231223,0.000055425156,0.000017542292,0.80768627],"genre_scores_gemma":[0.94356036,0.001129395,0.0000048544994,0.00008552445,0.00007432207,1.0808198e-7,0.0000047106073,0.0000143454945,0.055126403],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804586,0.0005775149,0.00035842127,0.000376612,0.00038897895,0.00025259305],"domain_scores_gemma":[0.9983019,0.00027466085,0.00077449786,0.0004759996,0.00010146463,0.00007147964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623497,0.0002582575,0.00045391644,0.00022345073,0.0008368259,0.0000312404,0.0012095725,0.0003414636,0.00003697582],"category_scores_gemma":[0.000027373573,0.00018627987,0.00030184956,0.00047325867,0.0017821597,0.00025578702,0.00044119963,0.0005427526,0.0000015487011],"study_design_candidate":"not_applicable","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":[0.00052157027,0.0001682043,0.42832687,0.0002993738,0.00045944855,0.00018942734,0.29538953,0.0001622307,0.00048742726,0.2705784,0.0021633522,0.001254131],"study_design_scores_gemma":[0.0016448393,0.00011999374,0.053630836,0.00075359736,0.00039950362,0.000007971136,0.25887015,0.000038835937,0.00017535874,0.00063282903,0.6831177,0.0006084109],"about_ca_topic_score_codex":0.00468357,"about_ca_topic_score_gemma":0.022727106,"teacher_disagreement_score":0.75921917,"about_ca_system_score_codex":0.00040470212,"about_ca_system_score_gemma":0.0004671826,"threshold_uncertainty_score":0.99510556},"labels":[],"label_agreement":null}]}