{"meta":{"query_hash":"c64a4517bba1","filters":{"venue":"Work in the Global Economy"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/c64a4517bba1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Work+in+the+Global+Economy"},"results":[{"id":"W4366495748","doi":"10.1332/273241721x16793134787483","title":"Interwoven, cross-sector, situational and enduring solidarities: crisis, resistance and de-privatisation in care work","year":2023,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"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 British Columbia","funders":"","keywords":"Solidarity; Resistance (ecology); Situational ethics; Care work; Liminality; Sociology; Work (physics); Political science; Political economy; Public relations; Gender studies; Law","score_opus":0.040180986680224635,"score_gpt":0.37764069874905454,"score_spread":0.3374597120688299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366495748","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":[0.9772653,0.0014462186,0.000014873899,0.0045272294,0.00016563486,0.00034166547,0.00001813268,0.000038564784,0.01618241],"genre_scores_gemma":[0.998436,0.00013359751,0.00007578889,0.00079177367,0.000116525254,0.00017351349,0.00001910804,0.000006431051,0.0002473115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998977,0.00015697777,0.0003020098,0.00019746658,0.00006254653,0.00030402179],"domain_scores_gemma":[0.9994153,0.00033278743,0.00007450057,0.00011947338,0.000029480476,0.000028493454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050835416,0.000100358695,0.00014676843,0.000057224705,0.00037442072,0.00004303319,0.000110199944,0.00008055755,0.000031956086],"category_scores_gemma":[0.00008168168,0.00008911363,0.000017365746,0.0003326107,0.00006878809,0.00012074308,0.00014258437,0.00020018037,0.000021724749],"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":[0.000053801403,0.0000047061103,0.9666271,0.000093288116,0.000007959913,0.000003031643,0.02005212,0.000018204832,9.704466e-8,0.00754177,0.0053391736,0.00025873986],"study_design_scores_gemma":[0.00045146476,0.0000060868056,0.94390845,0.00027037718,0.000002949202,2.257921e-7,0.01803279,0.0000031031188,5.463172e-7,0.024910672,0.012327503,0.00008582404],"about_ca_topic_score_codex":0.00021035555,"about_ca_topic_score_gemma":0.0028014777,"teacher_disagreement_score":0.02271865,"about_ca_system_score_codex":0.0003176274,"about_ca_system_score_gemma":0.000051393527,"threshold_uncertainty_score":0.36339483},"labels":[],"label_agreement":null},{"id":"W4388517977","doi":"10.1332/27324176y2023d000000008","title":"The remaking of working classes: digital labour platforms and workers’ struggles in the Global South","year":2023,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Transformative learning; Leverage (statistics); Reproduction; Work (physics); Power (physics); Sociology; Inequality; Engineering; Computer science","score_opus":0.027644533497885367,"score_gpt":0.2680260900219749,"score_spread":0.24038155652408955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388517977","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":[0.7126444,0.0002014488,0.00002068756,0.0022060825,0.00014703872,0.00034436357,0.00002092456,0.000030569186,0.28438452],"genre_scores_gemma":[0.9994969,0.000058993905,0.000016655675,0.0002384348,0.00009339084,0.000030093408,0.000007005675,0.0000037666327,0.000054781187],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99870044,0.00008037868,0.00040926237,0.00018100793,0.00017372935,0.0004551796],"domain_scores_gemma":[0.9991004,0.00048047618,0.00015870176,0.00020466816,0.000016340678,0.0000394326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708212,0.0001335237,0.00016753926,0.000034735713,0.0004577591,0.0009063081,0.00071176403,0.00009158935,0.000005719727],"category_scores_gemma":[0.000099693,0.000079084624,0.00007555986,0.0014373327,0.0003932651,0.0007618574,0.00006569904,0.0001598053,0.000031859225],"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":[0.000050364084,0.000017713186,0.50776887,0.000007715013,0.000016753622,0.0000039553474,0.020957893,0.00022991867,2.0228006e-9,0.41262922,0.00018495003,0.058132637],"study_design_scores_gemma":[0.0004744724,0.00002809788,0.17530876,0.00023543864,0.000009693298,0.0000043622454,0.34316814,0.00006723671,2.0607544e-7,0.341504,0.13896368,0.00023590578],"about_ca_topic_score_codex":0.00018428105,"about_ca_topic_score_gemma":0.004147777,"teacher_disagreement_score":0.3324601,"about_ca_system_score_codex":0.0001785391,"about_ca_system_score_gemma":0.0001063161,"threshold_uncertainty_score":0.873955},"labels":[],"label_agreement":null},{"id":"W4392151391","doi":"10.1332/27324176y2024d000000011","title":"Social reproduction, migration and labour control regimes: understanding Filipino crew experiences in the UK fishing fleet","year":2024,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Reproduction; Temporalities; Social reproduction; Forbearance; Sociology; Discipline; Mobilities; Political science; Economics; Ecology; Social capital; Social science; Finance","score_opus":0.02902824132644378,"score_gpt":0.2942057263781978,"score_spread":0.26517748505175404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392151391","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":[0.87847435,0.0013094755,0.00062515173,0.08553258,0.00048181607,0.0004771501,0.000008737878,0.000050710503,0.033040043],"genre_scores_gemma":[0.99800646,0.00009795965,0.00002161069,0.00114714,0.00041840837,0.00005928743,0.0000040499517,0.0000025488985,0.00024254114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99886125,0.00038754017,0.00019584711,0.00024000197,0.00012715027,0.00018820782],"domain_scores_gemma":[0.99962634,0.00017493608,0.000051542967,0.00011113488,0.000016111428,0.00001990684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017849089,0.00007932305,0.000096071046,0.000036450856,0.0004511988,0.0006784072,0.00022684525,0.000069367925,0.00007554511],"category_scores_gemma":[0.00012475447,0.00005551971,0.000032677763,0.0006892405,0.00019700725,0.00030770415,0.000010999146,0.00013665568,0.0000053544263],"study_design_candidate":"qualitative","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":[0.000013171767,0.000010732966,0.011310373,0.000006541707,0.0000069362477,0.0000033430092,0.40666482,0.00010342503,1.7087162e-7,0.57155806,0.009671028,0.0006513616],"study_design_scores_gemma":[0.00018219472,0.000011596652,0.0049572242,0.000041806627,0.000008870131,0.000003470255,0.7143742,0.0006839801,2.432417e-7,0.056996524,0.2226143,0.00012560334],"about_ca_topic_score_codex":0.0015103045,"about_ca_topic_score_gemma":0.06154884,"teacher_disagreement_score":0.51456153,"about_ca_system_score_codex":0.0002836665,"about_ca_system_score_gemma":0.00009616654,"threshold_uncertainty_score":0.95557547},"labels":[],"label_agreement":null},{"id":"W4392890344","doi":"10.1332/27324176y2024d000000013","title":"Mexican hospitality migrants and the spatial and geographic regulation of mobility","year":2024,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Migration and Labor Dynamics","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":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mobilities; Hospitality; Immigration; Normative; Capital (architecture); Demographic economics; Gender studies; Race (biology); Politics; Sociology; Space (punctuation); Social mobility; Political science; Geography; Law; Economics; Social science; Tourism","score_opus":0.0062429842643432565,"score_gpt":0.25336428185751486,"score_spread":0.2471212975931716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392890344","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":[0.9797838,0.00083959894,0.00008522296,0.004565203,0.00008759135,0.00026815227,0.000012074178,0.0000124593635,0.0143459095],"genre_scores_gemma":[0.9996566,0.00012025993,0.000017807733,0.00012482746,0.00003734216,0.0000106341,0.000002016956,0.0000010577078,0.000029416597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99937016,0.0002255596,0.00013768295,0.00011524125,0.00006695047,0.00008443158],"domain_scores_gemma":[0.9996927,0.00013085564,0.000035550023,0.000103042235,0.000015975253,0.000021872836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013150518,0.00004539071,0.00008279312,0.000013997307,0.0001105827,0.00008694093,0.00009963859,0.000033039483,0.00002423196],"category_scores_gemma":[0.000042702435,0.000027749084,0.00003054904,0.00026591573,0.0006382108,0.00007577924,0.000017957213,0.00005365633,7.8036805e-7],"study_design_candidate":"observational","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":[0.000045366512,0.000020051399,0.30886352,0.00001579984,0.000015029088,2.9987697e-7,0.016387697,0.00003080063,1.2870186e-7,0.6603093,0.00011756924,0.014194392],"study_design_scores_gemma":[0.00026159926,0.000010239373,0.8186207,0.000025915162,0.00001807784,5.3547063e-7,0.0057666693,0.0025467912,3.964888e-7,0.15864292,0.014038871,0.000067278714],"about_ca_topic_score_codex":0.008820706,"about_ca_topic_score_gemma":0.06950017,"teacher_disagreement_score":0.50975716,"about_ca_system_score_codex":0.000026399046,"about_ca_system_score_gemma":0.000032754717,"threshold_uncertainty_score":0.99777967},"labels":[],"label_agreement":null},{"id":"W4405312531","doi":"10.1332/27324176y2024d000000029","title":"Wall-to-wall worker organizing in the university: the Coalition of Rutgers Unions","year":2024,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Council for Research in the Social Sciences, Brock University","keywords":"Cru; Political science; Certification; Public administration; State (computer science); Political economy; Sociology; Public relations; Management; Law; Economics","score_opus":0.01479049125219603,"score_gpt":0.2588816590840825,"score_spread":0.24409116783188647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405312531","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":[0.3397825,0.0003334923,0.0000999144,0.14722279,0.00043521283,0.0007143499,0.000027984614,0.00004135523,0.5113424],"genre_scores_gemma":[0.9956235,0.000043430653,0.000030303396,0.0037971872,0.00005813149,0.0000039712063,0.0000033415656,0.0000029339728,0.00043717524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991005,0.00034046208,0.00012255843,0.00012444066,0.000109564986,0.00020247241],"domain_scores_gemma":[0.99950594,0.0002333889,0.000029221346,0.00018507661,0.000019905432,0.000026491407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011215153,0.000062321706,0.00007266934,0.000038932674,0.0002769602,0.000115825525,0.00060637546,0.000042929456,0.00014065552],"category_scores_gemma":[0.000029900155,0.00003620477,0.000041867504,0.001548136,0.00014156297,0.000121754485,0.000049438167,0.00012890907,0.000022560615],"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":[0.000006880932,0.000033016226,0.0062458133,0.0000015984374,0.00001710146,0.0000089517525,0.02582291,0.00015478395,6.8497013e-7,0.95647955,0.009543578,0.0016851581],"study_design_scores_gemma":[0.00009411476,0.0000094043435,0.0249901,0.000065915636,0.000016033686,5.1038757e-7,0.038119737,0.000017140102,9.320969e-7,0.014180526,0.9224378,0.000067780944],"about_ca_topic_score_codex":0.005113016,"about_ca_topic_score_gemma":0.006837043,"teacher_disagreement_score":0.942299,"about_ca_system_score_codex":0.0002583573,"about_ca_system_score_gemma":0.00012806126,"threshold_uncertainty_score":0.7729385},"labels":[],"label_agreement":null},{"id":"W4410022882","doi":"10.1332/27324176y2025d000000037","title":"How can working conditions for online crowdworkers be improved? Institutional experiments for cross-jurisdictional polycentric work","year":2025,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Mobile Crowdsensing and Crowdsourcing","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":"York University","funders":"H2020 European Research Council; UK Research and Innovation","keywords":"Work (physics); Computer science; Engineering; Mechanical engineering","score_opus":0.021582457128656453,"score_gpt":0.2918618960872723,"score_spread":0.27027943895861584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410022882","genre_codex":"methods","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":[0.23031814,0.0019733582,0.71008563,0.03956854,0.006015923,0.0034797299,0.00041054314,0.00036823636,0.007779884],"genre_scores_gemma":[0.9735969,0.0000031719742,0.021964604,0.0029436504,0.00031540214,0.00046473634,0.00011405315,0.000008222275,0.00058927026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842393,0.000047391746,0.0003499602,0.00053095387,0.00010915071,0.00053858256],"domain_scores_gemma":[0.99891466,0.00031340288,0.00013943583,0.00046375833,0.00009069254,0.000078023746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036235238,0.00022468441,0.0002215769,0.00012614545,0.00078744325,0.0009280168,0.0008599608,0.00012083148,0.0000036648303],"category_scores_gemma":[0.000070946495,0.0002068881,0.00019668454,0.0010223854,0.00018977904,0.00025689663,0.00014139664,0.00016530073,0.0000012876949],"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":[0.0006028727,0.00090748095,0.06833656,0.00008876306,0.00041663778,0.000015303574,0.0012746063,0.023241326,0.000039519964,0.7989445,0.035477154,0.070655316],"study_design_scores_gemma":[0.0071421145,0.00016527309,0.039948806,0.00077106437,0.00009249504,0.000049416696,0.0011256457,0.033059392,0.00036218157,0.08484469,0.8311836,0.0012553241],"about_ca_topic_score_codex":0.000028039887,"about_ca_topic_score_gemma":0.000046254565,"teacher_disagreement_score":0.79570645,"about_ca_system_score_codex":0.0005494564,"about_ca_system_score_gemma":0.0003518075,"threshold_uncertainty_score":0.8948887},"labels":[],"label_agreement":null},{"id":"W4414286806","doi":"10.1332/27324176y2025d000000044","title":"Labour transformations: SINTTIA’s role in reshaping the landscape of industrial union organising in Mexico","year":2025,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Labor Movements and Unions","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":"Grassroots; Solidarity; Industrial democracy; Industrial relations; Trade union; Automotive industry; Labour law; Situated; Democracy","score_opus":0.01532713123529691,"score_gpt":0.271074668469535,"score_spread":0.2557475372342381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414286806","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":[0.7985004,0.0004144843,0.00004328051,0.017030379,0.00019868839,0.00042385058,0.000012423121,0.000009827145,0.18336666],"genre_scores_gemma":[0.99881464,0.000038471284,0.0000172713,0.0010121975,0.000042293756,0.000013333996,0.000002647562,0.0000016072179,0.000057515925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989796,0.00037314236,0.0002881718,0.00009106019,0.000078042416,0.00018995027],"domain_scores_gemma":[0.99965423,0.00013187253,0.00005926856,0.00012104782,0.000019812274,0.000013738381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016950243,0.000058123445,0.00010808028,0.00007801055,0.00014917765,0.00007122477,0.00035611226,0.000079348,0.000064200605],"category_scores_gemma":[0.00009461001,0.000040986484,0.000024726618,0.0015161657,0.00007910453,0.00017386643,0.000027790747,0.0001639367,0.0000014804133],"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":[0.000016083011,0.000054252912,0.20889941,0.0000015871276,0.0000071006043,5.785383e-7,0.010352071,0.0005191704,6.2106676e-7,0.77079296,0.0004184825,0.008937674],"study_design_scores_gemma":[0.002110116,0.000026693968,0.2928821,0.000406686,0.0000147962355,2.4018146e-7,0.12156391,0.00013278947,0.000033651588,0.16867255,0.4139596,0.00019684479],"about_ca_topic_score_codex":0.007022166,"about_ca_topic_score_gemma":0.051831175,"teacher_disagreement_score":0.6021204,"about_ca_system_score_codex":0.00023618244,"about_ca_system_score_gemma":0.00024079722,"threshold_uncertainty_score":0.99959016},"labels":[],"label_agreement":null},{"id":"W4415512575","doi":"10.1332/27324176y2025d000000050","title":"Urban futures of digitalized fossil labour: mutual articulations of smartness in cities and extractive work","year":2025,"lang":"","type":"article","venue":"Work in the Global Economy","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Futures contract; Framing (construction); Everyday life; Urbanism; Work (physics); Happening; Diversification (marketing strategy); Bespoke","score_opus":0.007043806270011554,"score_gpt":0.25858942635725146,"score_spread":0.2515456200872399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415512575","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":[0.91137594,0.00282954,0.000016670576,0.0011237856,0.00036424267,0.0003764162,0.000076080796,0.0000051690913,0.08383214],"genre_scores_gemma":[0.9990533,0.00010880621,0.000062938634,0.00015421948,0.000106469604,0.00002382965,0.0000025275983,0.0000034898335,0.00048441466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983362,0.00024196679,0.000651449,0.00027129686,0.00015283315,0.0003462749],"domain_scores_gemma":[0.9990072,0.00028425423,0.00035697952,0.00024147051,0.00006910331,0.00004098225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043154618,0.00019315082,0.00044869527,0.00007767435,0.00016308758,0.00014226379,0.00041809323,0.00018485711,0.00009417669],"category_scores_gemma":[0.0001267506,0.00015960589,0.00010068338,0.0014790972,0.0009661152,0.0005067948,0.00010449518,0.00019378528,0.0000017963113],"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":[0.00029501447,0.000106399384,0.7441001,0.000050390558,0.00006964144,0.00000303017,0.03891329,0.00034702104,8.4288706e-7,0.20791237,0.0024688356,0.0057330723],"study_design_scores_gemma":[0.00073050876,0.00002764208,0.85540295,0.00037646247,0.000031346855,5.1322286e-7,0.03681221,0.000012024652,0.000034096203,0.081995815,0.024416119,0.00016030774],"about_ca_topic_score_codex":0.0013059104,"about_ca_topic_score_gemma":0.0018929224,"teacher_disagreement_score":0.12591656,"about_ca_system_score_codex":0.00019174932,"about_ca_system_score_gemma":0.00025908084,"threshold_uncertainty_score":0.65085393},"labels":[],"label_agreement":null},{"id":"W4415624043","doi":"10.1332/27324176y2025d000000048","title":"Futures of industrial work? Economic restructuring and the ambivalent realities of technological change","year":2025,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Digital Economy and Work Transformation","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":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Restructuring; Technological change; Futures contract; Scholarship; Narrative; Ambivalence; Variety (cybernetics); Economic restructuring","score_opus":0.028936897741410877,"score_gpt":0.2675058595817087,"score_spread":0.23856896184029783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415624043","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":[0.6565209,0.0005492681,0.000007811991,0.008380611,0.00017719892,0.0004953072,0.000011597259,0.000015743743,0.33384156],"genre_scores_gemma":[0.9994826,0.00018347663,0.000019487763,0.0001626766,0.00007469309,0.000044575034,0.0000016382197,0.0000011898438,0.000029697698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992238,0.00014257582,0.00032496938,0.00010839167,0.00004349429,0.00015673814],"domain_scores_gemma":[0.99948424,0.00022119387,0.00012541072,0.00014492356,0.000008893897,0.000015356236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010136282,0.0000752436,0.00019742832,0.000045452794,0.00013538622,0.0000637094,0.00036513072,0.00012257676,0.000017341838],"category_scores_gemma":[0.000046448622,0.000049438306,0.000058986225,0.00024812308,0.0010375215,0.00020702652,0.000052053016,0.00011458284,0.0000017881457],"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":[0.0001600064,0.000009000801,0.01790547,0.0000073407623,0.000016471005,1.6179177e-7,0.002519037,0.000028559867,5.099451e-9,0.9203776,0.00018932433,0.058787026],"study_design_scores_gemma":[0.0022945446,0.000039251914,0.039544255,0.00034318492,0.000044048353,0.0000012227935,0.043602455,0.00001002138,0.000033264027,0.7473245,0.16654527,0.00021796944],"about_ca_topic_score_codex":0.00083484844,"about_ca_topic_score_gemma":0.0007668143,"teacher_disagreement_score":0.34296167,"about_ca_system_score_codex":0.00010096573,"about_ca_system_score_gemma":0.00006082265,"threshold_uncertainty_score":0.38227913},"labels":[],"label_agreement":null}]}