{"meta":{"query_hash":"92bc68a8e9b1","filters":{"venue":"Journal of Developing Societies"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"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/92bc68a8e9b1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Developing+Societies"},"results":[{"id":"W1966763663","doi":"10.1177/0169796x0301900401","title":"“Turning Waste into Things of Value”: Marketing Fern, Kudzu, and Osmunda in Enshi Prefecture, China","year":2003,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Chinese history and philosophy","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":"University of Alberta","funders":"","keywords":"China; Identity (music); Biodiversity; Politics; Geography; Political science; Economy; Sociology; Economics; Ecology; Biology","score_opus":0.0167235155441237,"score_gpt":0.271616473618051,"score_spread":0.2548929580739273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966763663","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":[0.98382074,0.002962872,0.00021095267,0.0014625618,0.00050826924,0.00007157884,3.3271982e-7,0.000009825197,0.01095287],"genre_scores_gemma":[0.9897732,0.0003584448,0.0092525175,0.00020300318,0.00018338741,7.9724555e-7,2.0552132e-7,0.000011355524,0.00021705095],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99808586,0.00066624227,0.0004993296,0.000117811294,0.00044340943,0.00018736177],"domain_scores_gemma":[0.9987268,0.0004673221,0.0005193093,0.00006519532,0.00015348718,0.000067916226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004525131,0.00013003315,0.0003352234,0.00013658422,0.00048251136,0.000057610294,0.00018545281,0.00012958811,0.000014230443],"category_scores_gemma":[0.0020931493,0.000114342256,0.00011799489,0.0003128074,0.00027224206,0.00041424256,0.000036690646,0.00045401286,3.9314338e-7],"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":[0.00014958614,0.000069080714,0.090326235,0.0007353115,0.00016039981,0.000026834878,0.81615627,0.00038282142,0.0024377182,0.08621076,0.0013016489,0.0020433238],"study_design_scores_gemma":[0.0015763887,0.00016913177,0.06896648,0.002806175,0.0000752824,0.00006649956,0.036325775,0.000031712243,0.0019501806,0.8644167,0.022859838,0.00075580983],"about_ca_topic_score_codex":0.00009919911,"about_ca_topic_score_gemma":0.000047287387,"teacher_disagreement_score":0.7798305,"about_ca_system_score_codex":0.00022322868,"about_ca_system_score_gemma":0.0004529081,"threshold_uncertainty_score":0.46627417},"labels":[],"label_agreement":null},{"id":"W2002967760","doi":"10.1177/0169796x0201800105","title":"Book Reviews: Globalisation: Threat or Opportunity","year":2002,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Globalization; Political science; Economics; Regional science; Sociology; Law","score_opus":0.0992600598808975,"score_gpt":0.2816100384072392,"score_spread":0.1823499785263417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002967760","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08851946,0.18506548,0.024113517,0.37813455,0.017603638,0.0014098475,0.000011841001,0.00041114708,0.3047305],"genre_scores_gemma":[0.23052266,0.096632384,0.021900894,0.47264746,0.03478835,0.00004070553,0.000041370164,0.00018768421,0.14323848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989184,0.000009492045,0.0005064236,0.00007932871,0.00034397942,0.00014234635],"domain_scores_gemma":[0.9985761,0.0000317807,0.0006650696,0.00007726136,0.00063689396,0.0000129031405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044692296,0.00012414755,0.00025622908,0.0001020676,0.0001754567,0.00022495088,0.00023575344,0.00005333267,0.003112566],"category_scores_gemma":[0.00034591748,0.00008556509,0.00014782308,0.00027929255,0.000049740887,0.0015712287,0.00006139736,0.00012696894,0.00014150883],"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":[0.000014642357,0.000027032343,0.0016226007,0.00017378981,0.000044745873,0.000022724358,0.00012422475,0.0000068360514,0.0000080295595,0.010921658,0.9826995,0.004334228],"study_design_scores_gemma":[0.00026775917,0.0000076128235,0.0036980228,0.00032960525,0.000034298402,0.00004106507,0.00019949744,0.00013858505,0.000008876131,0.0031677736,0.9919629,0.0001439727],"about_ca_topic_score_codex":0.000008347698,"about_ca_topic_score_gemma":0.0000020996224,"teacher_disagreement_score":0.16149202,"about_ca_system_score_codex":0.000086341955,"about_ca_system_score_gemma":0.000051225015,"threshold_uncertainty_score":0.99779874},"labels":[],"label_agreement":null},{"id":"W2012510755","doi":"10.1177/0169796x0602300205","title":"The Feminization and Racialization of Labour in the Colombian Fresh-cut Flower Industry","year":2007,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Racialization; Feminization (sociology); Peasant; Race (biology); Sociology; Elite; Gender studies; Sustenance; Indigenous; Economic growth; Labour economics; Economics; Political science; Politics; Law","score_opus":0.019138930053520496,"score_gpt":0.27937860636443645,"score_spread":0.26023967631091593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012510755","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":[0.9934199,0.00025762734,0.00033843363,0.0045804675,0.00030387533,0.0001021582,5.6294107e-7,0.00000522314,0.0009917677],"genre_scores_gemma":[0.9982266,0.00011649566,0.000082938794,0.0010688811,0.00043607893,4.5838533e-7,9.99308e-7,0.000005821161,0.000061729355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907243,0.000030587664,0.00039191113,0.000051635514,0.0002884146,0.00016504232],"domain_scores_gemma":[0.9989134,0.0001496383,0.000408798,0.00005382629,0.00046731485,0.0000070197175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023405612,0.000075096905,0.00013409294,0.00006921569,0.00028318743,0.00020684734,0.00017203031,0.00013188053,0.0000037960128],"category_scores_gemma":[0.0008593632,0.00004735163,0.000048244023,0.00051745196,0.00013970252,0.00044941812,0.000034314424,0.00019906212,2.5844088e-7],"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":[0.00008745811,0.000089814625,0.89276296,0.0003719465,0.00007500729,0.000011480089,0.026711393,0.000082853025,0.000047393725,0.06822544,0.0088469945,0.0026872312],"study_design_scores_gemma":[0.00039147967,0.0000152449065,0.8029183,0.00010373337,0.000027375221,0.000003822948,0.15652615,0.000014768982,0.000067272515,0.026770037,0.013057726,0.000104081795],"about_ca_topic_score_codex":0.00006416761,"about_ca_topic_score_gemma":0.00027227722,"teacher_disagreement_score":0.12981476,"about_ca_system_score_codex":0.00007652567,"about_ca_system_score_gemma":0.00010545597,"threshold_uncertainty_score":0.21780774},"labels":[],"label_agreement":null},{"id":"W2022463534","doi":"10.1177/0169796x0301900103","title":"Sanctuary: A Women’s Refuge in India","year":2003,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Southeast Asian Sociopolitical Studies","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":"York University","funders":"","keywords":"Modernity; Negotiation; Agency (philosophy); Residence; Sociology; Gender studies; Gender relations; Political science; Social science; Demography","score_opus":0.02041006850833093,"score_gpt":0.3105318427141326,"score_spread":0.29012177420580165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022463534","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":[0.9612559,0.0009993108,0.00008740554,0.003910575,0.0006481744,0.00008680627,9.887865e-7,0.00002228176,0.032988545],"genre_scores_gemma":[0.9944062,0.0003868578,0.0036080657,0.0007054376,0.0002256894,0.000007490679,6.782665e-8,0.000011086068,0.0006490691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980835,0.00032463513,0.00043180468,0.00009513155,0.0005327362,0.00053221756],"domain_scores_gemma":[0.9991447,0.00025220655,0.00021911899,0.00005953267,0.00020109816,0.00012338052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020283798,0.0001088385,0.00031947892,0.00010167511,0.00033777946,0.000060109516,0.00020510309,0.00012306438,0.00011097338],"category_scores_gemma":[0.0017994259,0.000097008386,0.00011017017,0.0004261694,0.00045260845,0.00020289958,0.000024434954,0.0003146645,0.00001638189],"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":[0.000012513104,0.00004607325,0.10081758,0.00003167582,0.0000926589,0.000029323173,0.29012772,7.4303955e-7,0.000007625148,0.60583544,0.0025628568,0.00043582098],"study_design_scores_gemma":[0.00066858524,0.000057777484,0.117144264,0.00017816458,0.000010192473,0.000010759968,0.4468476,1.0066425e-7,0.000067127454,0.21406679,0.22067367,0.0002749894],"about_ca_topic_score_codex":0.000010896064,"about_ca_topic_score_gemma":0.000010154909,"teacher_disagreement_score":0.39176863,"about_ca_system_score_codex":0.0012544675,"about_ca_system_score_gemma":0.0009005865,"threshold_uncertainty_score":0.3955887},"labels":[],"label_agreement":null},{"id":"W2053509403","doi":"10.1177/0169796x0201800101","title":"Law and the Culture of Capital: A Critical Perspective on Labour’s Right to Associate in Developing Societies","year":2002,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"International Labor and Employment Law","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":"York University","funders":"","keywords":"Sociology; Labour law; Economics; Politics; Political economy; Law; Capital (architecture); Law and economics; Political science","score_opus":0.023087404670237177,"score_gpt":0.32820193125685426,"score_spread":0.3051145265866171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053509403","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":[0.5272134,0.0039557866,0.00034595834,0.33758256,0.0014317211,0.00042472658,0.000024078041,0.000039579583,0.12898217],"genre_scores_gemma":[0.98432857,0.0013147847,0.0030013698,0.008468503,0.00026936375,0.0000054570037,2.2954376e-7,0.000011091488,0.0026006491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982097,0.00025229368,0.00041062036,0.00011958805,0.0007345427,0.000273223],"domain_scores_gemma":[0.99814963,0.00058617664,0.00021035355,0.00005040312,0.0009456887,0.000057771882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013286194,0.00012476898,0.00031833973,0.00007072942,0.0004789779,0.00012745614,0.00027432048,0.00012170926,0.00004891244],"category_scores_gemma":[0.00092824583,0.00008530681,0.00013573871,0.00027002502,0.0007616744,0.00026427096,0.000051629104,0.00031580517,0.0000042695997],"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":[0.000023766328,0.000019983761,0.00029200473,0.000014764585,0.000059577564,0.000004039463,0.19724712,0.0000050981403,0.000010744592,0.79732424,0.0049835686,0.000015083658],"study_design_scores_gemma":[0.002164687,0.00023027183,0.007074064,0.0012277209,0.000057891306,0.000016244028,0.35557002,0.000012556878,0.0013523797,0.5386205,0.09314831,0.0005253918],"about_ca_topic_score_codex":0.00049221166,"about_ca_topic_score_gemma":0.0005302392,"teacher_disagreement_score":0.45711514,"about_ca_system_score_codex":0.0006740423,"about_ca_system_score_gemma":0.0001786709,"threshold_uncertainty_score":0.3683959},"labels":[],"label_agreement":null},{"id":"W2070406649","doi":"10.1163/156852200512076","title":"Spatial and Socioeconomic Analysis of Latin Americans and Whites in the Toronto CMA","year":2000,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":14,"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":"Socioeconomic status; Latin Americans; Geography; Socioeconomics; Regional science; Demography; Political science; Sociology; Population","score_opus":0.028734271929277726,"score_gpt":0.2976685005800512,"score_spread":0.26893422865077343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070406649","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":[0.99113494,0.002314417,0.00010486788,0.0038020157,0.000041136074,0.000040817085,0.0000025182007,0.0000030717076,0.0025562223],"genre_scores_gemma":[0.9909634,0.0074338913,0.0008638366,0.0003097843,0.00008389684,0.0000011725597,4.231902e-7,0.0000025926192,0.0003410193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991668,0.00014023275,0.00031780533,0.00006662416,0.00019438946,0.00011417211],"domain_scores_gemma":[0.9992199,0.00040492005,0.00022993576,0.00003749445,0.00008459302,0.000023161934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072254526,0.00006368102,0.0002870224,0.000053043408,0.00024129513,0.000051231276,0.00010373845,0.000041034273,0.00012274522],"category_scores_gemma":[0.00006872626,0.000046059984,0.00008083062,0.00017011084,0.0003798474,0.00018163673,0.00001172541,0.00007401237,4.2202856e-7],"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":[0.000012055423,0.0000150079295,0.6346174,0.00000995595,0.00045764892,7.4643884e-7,0.35083184,0.000022483076,0.000009823864,0.0011218549,0.0013009812,0.011600193],"study_design_scores_gemma":[0.00018971454,0.00003781212,0.84382635,0.000020411586,0.00015314533,8.0866903e-7,0.14985752,0.0000645929,0.000005299327,0.0013081424,0.00445309,0.00008313434],"about_ca_topic_score_codex":0.002408416,"about_ca_topic_score_gemma":0.010433291,"teacher_disagreement_score":0.20920892,"about_ca_system_score_codex":0.00008284495,"about_ca_system_score_gemma":0.00012780624,"threshold_uncertainty_score":0.58220214},"labels":[],"label_agreement":null},{"id":"W2091361904","doi":"10.1177/0169796x1002600402","title":"Aspiration Problems in Indian Microfinance","year":2010,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Microfinance; Praxis; Sociology; Context (archaeology); Dominance (genetics); Politics; Economics; Economic growth; Political science","score_opus":0.024255692456748988,"score_gpt":0.2257585062321905,"score_spread":0.2015028137754415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091361904","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":[0.98897994,0.0022696604,0.0037798379,0.0018998814,0.001269158,0.00009174641,0.000005662958,0.0000066688326,0.0016974532],"genre_scores_gemma":[0.9874761,0.00093497144,0.010342079,0.00047639228,0.0002417986,0.000003985963,0.0000017373509,0.000015510486,0.0005074074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986969,0.000007785437,0.000884147,0.00014305065,0.000048664588,0.0002194325],"domain_scores_gemma":[0.9989201,0.000021428528,0.00082263397,0.00011178864,0.00009540979,0.000028652468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009666373,0.00011159716,0.0003443929,0.00024273526,0.00010644278,0.000054327735,0.00023782114,0.00017805219,0.000039338014],"category_scores_gemma":[0.00013923337,0.00012050741,0.00011075064,0.000323861,0.00006520513,0.00041153544,0.000049171387,0.0004964974,0.000057378904],"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":[0.000027702983,0.00019317586,0.6732375,0.00027073885,0.000046627512,0.00004265915,0.019463535,0.00009256259,0.025873624,0.2572532,0.012715929,0.010782712],"study_design_scores_gemma":[0.0012307637,0.00019153056,0.48715132,0.00034517513,0.0000035797377,0.00008998756,0.0004324613,0.000029179491,0.007213425,0.24443401,0.25831285,0.00056571566],"about_ca_topic_score_codex":0.000039922197,"about_ca_topic_score_gemma":0.000079540354,"teacher_disagreement_score":0.24559693,"about_ca_system_score_codex":0.00010602977,"about_ca_system_score_gemma":0.00013212718,"threshold_uncertainty_score":0.49141493},"labels":[],"label_agreement":null},{"id":"W2095340162","doi":"10.1177/0169796x14525528","title":"What Is Development? What Is Progress? The Social Science and Humanities of Utopia and Futurology","year":2014,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Vision; Utopia; Taboo; Modernization theory; Constructive; Globalization; Sociology; Social science; Field (mathematics); Social change; Humanities; Political science; Environmental ethics; Process (computing); Philosophy; Law; Anthropology","score_opus":0.02935139605988163,"score_gpt":0.31060563508091504,"score_spread":0.2812542390210334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095340162","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":[0.9252319,0.0051129763,0.00007157244,0.06527213,0.0010750508,0.00010985287,5.885685e-7,0.000011329566,0.0031146216],"genre_scores_gemma":[0.97836566,0.0083479,0.0016501957,0.01008454,0.0005281884,0.0000039330353,1.2199943e-7,0.0000075337553,0.0010118997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986861,0.00010506285,0.00034064497,0.0001197739,0.0004299071,0.00031850726],"domain_scores_gemma":[0.99885297,0.00022703003,0.00030936007,0.000050566287,0.0004954761,0.00006458927],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002436965,0.000094537536,0.00023651915,0.00007142711,0.0014854531,0.0006604628,0.000305649,0.00009498202,0.000020216836],"category_scores_gemma":[0.00014764657,0.00006897922,0.00004552316,0.00013682609,0.004309611,0.0017563717,0.00012873964,0.00017124387,9.1462243e-7],"study_design_candidate":"not_applicable","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":[0.0000101343585,0.000013330398,0.002329674,0.000077252604,0.000063886495,7.4192957e-7,0.38835815,2.238909e-8,0.000018524646,0.5101371,0.0013129147,0.097678296],"study_design_scores_gemma":[0.00038176894,0.000091230795,0.03351966,0.0002619374,0.00003408339,0.000015828156,0.21134041,0.0000046401674,0.0013635748,0.065262124,0.68747884,0.00024589544],"about_ca_topic_score_codex":0.000010127974,"about_ca_topic_score_gemma":0.00001502959,"teacher_disagreement_score":0.6861659,"about_ca_system_score_codex":0.0000875004,"about_ca_system_score_gemma":0.0008712642,"threshold_uncertainty_score":0.99981445},"labels":[],"label_agreement":null},{"id":"W2105998115","doi":"10.1177/0169796x06068032","title":"Collapse of Easter Island","year":2006,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":21,"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 Prince Edward Island","funders":"","keywords":"Small island; Geography; Natural (archaeology); Globalization; Economic geography; Planet; Scale (ratio); History; Planetary boundaries; Ecology; Archaeology; Political science; Cartography; Sustainability; Law; Biology","score_opus":0.018627122964959896,"score_gpt":0.2816582388203795,"score_spread":0.2630311158554196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105998115","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":[0.75499266,0.0046931175,0.0038871442,0.010184951,0.0012554692,0.00012220093,0.000009740126,0.000023719902,0.22483097],"genre_scores_gemma":[0.99010277,0.00021995597,0.003073849,0.000052871877,0.00041935267,5.2171885e-7,1.9012768e-7,0.0000049570262,0.006125512],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9989886,0.00007646211,0.00033909688,0.000047488917,0.00038916615,0.00015917492],"domain_scores_gemma":[0.9991757,0.00007853038,0.0003307017,0.000039141567,0.0003488577,0.000027057813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062644813,0.000063905936,0.00022821322,0.000051746894,0.0002443075,0.000028640057,0.00012812851,0.00005914795,0.000020168449],"category_scores_gemma":[0.00008303418,0.000051672178,0.00012070629,0.00017141498,0.00033266502,0.000114230206,0.000018999039,0.000083589155,0.000003993809],"study_design_candidate":"qualitative","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":[0.00008145035,0.00010963629,0.23693444,0.00010883225,0.00035843486,0.000023730188,0.31014434,0.000030510237,0.0003218997,0.10652217,0.34407464,0.0012899351],"study_design_scores_gemma":[0.0012740258,0.00011529286,0.08677536,0.00040175996,0.00008940635,0.000023453613,0.5390413,0.0000032396574,0.0006080254,0.060534433,0.3106989,0.00043479804],"about_ca_topic_score_codex":0.000044161257,"about_ca_topic_score_gemma":0.000095196905,"teacher_disagreement_score":0.2351101,"about_ca_system_score_codex":0.000060183913,"about_ca_system_score_gemma":0.0003610643,"threshold_uncertainty_score":0.21071303},"labels":[],"label_agreement":null},{"id":"W2132453709","doi":"10.1177/0169796x1002600202","title":"From ‘Sunshine City’ to a Landscape of Disaster","year":2010,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":49,"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); Global city; Population; Colonialism; Politics; Economic growth; Geography; Corporate governance; Economy; Development economics; Political science; Sociology; Economics; Archaeology; Demography","score_opus":0.032644184812201736,"score_gpt":0.30733998826204567,"score_spread":0.27469580344984396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132453709","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":[0.9600819,0.0005323131,0.00024360516,0.03313457,0.0014014528,0.00006475333,0.000004487661,0.00001512379,0.0045217923],"genre_scores_gemma":[0.9747259,0.00048179273,0.020628324,0.00049987173,0.0008688085,0.000001733081,9.3211224e-7,0.000009559534,0.002783099],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881685,0.000051702817,0.00036825507,0.00008446592,0.0004909372,0.00018778387],"domain_scores_gemma":[0.9990389,0.00019470631,0.000264719,0.00007384568,0.0003169617,0.000110883564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006856195,0.000096503776,0.00031352686,0.00007782963,0.00016022935,0.0000517981,0.00032377383,0.00011237846,0.0005056973],"category_scores_gemma":[0.00027301503,0.00006999689,0.00016667786,0.00018796441,0.00014316179,0.00019553874,0.000054354503,0.0002525021,0.000008015617],"study_design_candidate":"not_applicable","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":[0.00009780741,0.00013219572,0.059529472,0.00007619931,0.0018460293,0.000019222627,0.66046965,0.000005056023,0.006584051,0.015459887,0.24964967,0.0061307405],"study_design_scores_gemma":[0.0011047069,0.00017900296,0.17710814,0.00040016824,0.00036165828,0.000010684302,0.14847282,0.0000021886538,0.004739909,0.044492897,0.62235177,0.00077604206],"about_ca_topic_score_codex":0.00009895825,"about_ca_topic_score_gemma":0.00056181656,"teacher_disagreement_score":0.51199687,"about_ca_system_score_codex":0.000030572868,"about_ca_system_score_gemma":0.00036609336,"threshold_uncertainty_score":0.553703},"labels":[],"label_agreement":null},{"id":"W2162853934","doi":"10.1177/0169796x1102700403","title":"Reconfiguring Space, Mobilizing Livelihood Street Vending, Legality, and Work in the Philippines","year":2011,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"China Scholarship Council","keywords":"Informal sector; Livelihood; Principle of legality; Politics; Economic growth; Liberalization; Private sector; Business; Economy; Political science; Economics; Agriculture; Law; Geography","score_opus":0.07668489276996521,"score_gpt":0.2912433432797671,"score_spread":0.21455845050980188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162853934","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":[0.97657704,0.0040817144,0.000046716134,0.0038527765,0.0005850532,0.00010838119,7.0036674e-7,0.000018269915,0.014729331],"genre_scores_gemma":[0.99603635,0.001248298,0.0016196556,0.00029783638,0.00038719774,0.0000031846423,2.0679174e-7,0.0000068640124,0.00040041775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99878967,0.0002388777,0.00032020872,0.00010418664,0.00032061976,0.00022646792],"domain_scores_gemma":[0.9993721,0.00009615454,0.0002833252,0.000074286014,0.00012481083,0.00004926984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018831271,0.00010615009,0.00020085911,0.000072303046,0.00055093924,0.00007320898,0.00033111172,0.00009912873,0.000042245534],"category_scores_gemma":[0.0002529073,0.00007760197,0.00009001109,0.00035022284,0.00027217495,0.00040323831,0.00003293668,0.00035359536,0.0000013234794],"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":[0.00002912506,0.00006119913,0.05336482,0.00006576468,0.00006212916,0.000032513246,0.9093599,0.0000024365124,0.000063217725,0.027347622,0.007027693,0.0025836283],"study_design_scores_gemma":[0.00069716794,0.00013449596,0.2550545,0.0013453403,0.000064911255,0.00005339793,0.4757405,6.403924e-7,0.00028947237,0.034158986,0.23193228,0.0005282963],"about_ca_topic_score_codex":0.00008267265,"about_ca_topic_score_gemma":0.000419529,"teacher_disagreement_score":0.43361935,"about_ca_system_score_codex":0.000115405994,"about_ca_system_score_gemma":0.00022405712,"threshold_uncertainty_score":0.42374352},"labels":[],"label_agreement":null},{"id":"W2313044991","doi":"10.1177/0169796x14550933","title":"Popular Fiction and Development Studies","year":2014,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"African cultural and philosophical studies","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":"International Development Research Centre","funders":"","keywords":"Field (mathematics); Techno-thriller; Fiction theory; Literary fiction; Sociology; Sci-Fi; Aesthetics; Epistemology; Literature; History; Engineering ethics; Fantasy; Literary criticism; Art; Philosophy; Engineering","score_opus":0.09959162160906485,"score_gpt":0.343750476769741,"score_spread":0.24415885516067617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313044991","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":[0.9045058,0.013838213,0.0016547211,0.07184575,0.0013296173,0.00012388047,5.733058e-7,0.000058973976,0.0066424794],"genre_scores_gemma":[0.9796081,0.0047667334,0.013488008,0.00061627274,0.00074173213,0.000002020155,2.5193296e-7,0.0000050761982,0.0007717789],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910647,0.00009701016,0.00026642488,0.000066531975,0.00031925563,0.00014432443],"domain_scores_gemma":[0.99926794,0.0001196479,0.00019814234,0.000022334134,0.00033850418,0.0000534211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008605956,0.00007617602,0.00020914618,0.000026599244,0.0008607352,0.00003949014,0.00008719832,0.000048711732,0.0000047805356],"category_scores_gemma":[0.0004898556,0.000052052583,0.00004267759,0.00009808354,0.0002738501,0.00014859218,0.000044426222,0.00011141672,0.000002192321],"study_design_candidate":"not_applicable","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":[0.0000405014,0.00005116539,0.035545267,0.00025296886,0.0010061035,0.000007498519,0.6325279,0.0000140451975,0.00013208791,0.20424439,0.058803573,0.067374535],"study_design_scores_gemma":[0.00018775083,0.00005831453,0.011569208,0.00015429116,0.000020416428,0.000006333172,0.061791904,6.7710045e-7,0.000090098256,0.04291188,0.88303643,0.0001726647],"about_ca_topic_score_codex":0.0000059344206,"about_ca_topic_score_gemma":0.000015707512,"teacher_disagreement_score":0.8242329,"about_ca_system_score_codex":0.00012417919,"about_ca_system_score_gemma":0.000095644544,"threshold_uncertainty_score":0.66201663},"labels":[],"label_agreement":null},{"id":"W2322828552","doi":"10.1177/0169796x14536970","title":"Overcoming the Digital Divide in Developing Countries","year":2014,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"ICT Impact and Policies","field":"Engineering","cited_by":34,"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":"Underdevelopment; Digital divide; Information and Communications Technology; Developing country; Government (linguistics); Accountability; The Internet; Language change; Business; ICTS; Economic growth; Public relations; Service delivery framework; Public sector; Service (business); Political science; Economics; Marketing; Computer science","score_opus":0.012464184830472725,"score_gpt":0.2366752691677358,"score_spread":0.22421108433726306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322828552","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":[0.9767113,0.00085848355,0.013983187,0.0056571974,0.00070347026,0.000044292243,0.0000017297258,0.000047299927,0.0019930694],"genre_scores_gemma":[0.99684906,0.0008338327,0.0009066727,0.0009056184,0.00035995236,0.0000012190662,5.261501e-7,0.000022287748,0.00012081099],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903214,0.000023588007,0.0004044534,0.000028543463,0.00024044374,0.00027083393],"domain_scores_gemma":[0.9993668,0.00034796135,0.00010696782,0.000076478485,0.00007225918,0.000029489956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004885072,0.0001372829,0.00023276023,0.000094824056,0.00011248084,0.00022188558,0.00023420465,0.000064841806,0.0000041093863],"category_scores_gemma":[0.00014722488,0.00009607898,0.000085181724,0.00017090589,0.00007394846,0.00039761837,0.000038726597,0.00024293568,0.000007289441],"study_design_candidate":"not_applicable","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":[0.00007878463,0.0000377108,0.30243382,0.0017136831,0.001051851,0.000025431085,0.3133757,0.029044867,0.0008614354,0.1185729,0.20185827,0.030945549],"study_design_scores_gemma":[0.000740792,0.000052092288,0.13005503,0.0011575123,0.00002526645,0.00016371431,0.0067117047,0.00054112234,0.0043047518,0.011082006,0.8445426,0.00062339514],"about_ca_topic_score_codex":0.0000030291949,"about_ca_topic_score_gemma":0.0000053151393,"teacher_disagreement_score":0.64268434,"about_ca_system_score_codex":0.00019293242,"about_ca_system_score_gemma":0.00011706711,"threshold_uncertainty_score":0.3917987},"labels":[],"label_agreement":null},{"id":"W2325331109","doi":"10.1177/0169796x12463144","title":"The Social Science of Empire","year":2012,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Australian History and Society","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":"International Development Research Centre","funders":"","keywords":"Empire; Discipline; Ideology; Sociology; Social science; Political science; Law; Politics","score_opus":0.06407159700470916,"score_gpt":0.3668031928076021,"score_spread":0.30273159580289294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325331109","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":[0.9708467,0.0011924511,0.00023570684,0.0072304914,0.0028214892,0.00007927163,0.0000011890882,0.000017033233,0.017575627],"genre_scores_gemma":[0.9956392,0.00034164338,0.0012254118,0.000135912,0.00075311994,5.713511e-7,4.2375394e-8,0.000004244635,0.0018998281],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983901,0.0001196055,0.00032010113,0.000044817763,0.0007749563,0.00035044705],"domain_scores_gemma":[0.9987338,0.00016943524,0.00047333143,0.000052640942,0.0004916435,0.000079150785],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0045401375,0.00006033484,0.0001465164,0.000030841642,0.0028906418,0.000054741242,0.00046587025,0.0000769348,0.000015772603],"category_scores_gemma":[0.00040811487,0.000042952775,0.00017001307,0.0003918803,0.0026428518,0.000588391,0.00003762986,0.00020225008,0.0000024756687],"study_design_candidate":"qualitative","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":[0.000011915971,0.00003456665,0.035690326,0.00002768656,0.00006517408,6.5052484e-7,0.56735814,8.254814e-7,0.0005532544,0.32574725,0.06879494,0.0017152543],"study_design_scores_gemma":[0.0002548151,0.00004062539,0.11487498,0.000084928906,0.000040718598,0.000008253807,0.39569384,2.926278e-7,0.0019615958,0.0046973764,0.48210374,0.00023884607],"about_ca_topic_score_codex":0.000011342487,"about_ca_topic_score_gemma":0.0000022680508,"teacher_disagreement_score":0.4133088,"about_ca_system_score_codex":0.00035193417,"about_ca_system_score_gemma":0.001267449,"threshold_uncertainty_score":0.9984075},"labels":[],"label_agreement":null},{"id":"W2326057425","doi":"10.1177/0169796x12470553","title":"Traditional Veterinary in Rural Tamil Nadu","year":2013,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Ethnobotanical and Medicinal Plants Studies","field":"Agricultural and Biological 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 New Brunswick","funders":"","keywords":"Tamil; Livelihood; Socioeconomic status; Socioeconomics; Livestock; Rural area; Geography; Population; Traditional medicine; Agriculture; Veterinary medicine; Medicine; Environmental health; Sociology","score_opus":0.06733520819632961,"score_gpt":0.24513492891490304,"score_spread":0.17779972071857342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326057425","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":[0.9865251,0.0006366232,0.0000035168812,0.012141908,0.00024182987,0.000044137953,0.0000023691227,0.0000071135623,0.0003973632],"genre_scores_gemma":[0.99734443,0.00062320445,0.00060978514,0.00084913033,0.00035171886,0.0000034461154,0.0000023067942,4.644121e-7,0.00021548281],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991928,0.00003859995,0.00029918697,0.00005518789,0.00024606957,0.00016818341],"domain_scores_gemma":[0.9994012,0.00030397205,0.00012211225,0.00001088778,0.000112333546,0.000049491493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024026206,0.000079242156,0.00018762414,0.000009992932,0.000093446004,0.000024283521,0.00013842042,0.000054557055,0.00014723497],"category_scores_gemma":[0.000078382465,0.000027505475,0.00008360052,0.00012695932,0.00007988104,0.00018701974,0.000030279753,0.00019259742,0.000012304968],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015166111,0.0005192349,0.10350948,0.00017387526,0.0002860342,0.00017882744,0.0067502926,0.0000141679775,0.53961426,0.002583446,0.17424987,0.17196885],"study_design_scores_gemma":[0.00022193103,0.00044477623,0.96860844,0.00028480936,0.000004322327,0.00014891181,0.00908621,0.0000055588134,0.00031881913,0.014737021,0.0059990957,0.00014011186],"about_ca_topic_score_codex":0.000047233258,"about_ca_topic_score_gemma":0.000020842343,"teacher_disagreement_score":0.86509895,"about_ca_system_score_codex":0.000044852473,"about_ca_system_score_gemma":0.000020183132,"threshold_uncertainty_score":0.16121197},"labels":[],"label_agreement":null},{"id":"W2336533789","doi":"10.1177/0169796x15609710","title":"Broken Windows: Why Culture Matters in Corruption Reform","year":2016,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"World Bank Group","keywords":"Language change; Context (archaeology); Developing country; Political science; Corporate governance; Element (criminal law); Procurement; Good governance; Public administration; Colonialism; Economic growth; Civil society; Development economics; Economics; Law; Politics; Management","score_opus":0.030667854322613538,"score_gpt":0.2949805874613637,"score_spread":0.26431273313875014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336533789","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":[0.47210562,0.0055197612,0.0051089777,0.42326906,0.0054403436,0.00066428626,0.000011941374,0.00016322287,0.08771676],"genre_scores_gemma":[0.8979721,0.031696305,0.017040266,0.018497298,0.0020582112,0.000022393531,0.0000028886338,0.000042045314,0.032668483],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987081,0.00007018497,0.00046663004,0.00011260488,0.00035183458,0.00029063743],"domain_scores_gemma":[0.9991929,0.00006896124,0.00036120054,0.000052886953,0.0002634233,0.000060651782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090001913,0.000120652185,0.00027086723,0.000093259274,0.00036675224,0.000073560885,0.00022313853,0.0001231033,0.00005526251],"category_scores_gemma":[0.00014269436,0.00007507898,0.00011795004,0.0001973886,0.00022101165,0.00061153487,0.000043122734,0.00014474544,0.000019294192],"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":[0.00007688527,0.00006071431,0.15408729,0.000079883575,0.0002649345,0.00002316528,0.24419025,0.0000033242547,0.00046390228,0.01664298,0.57514006,0.008966592],"study_design_scores_gemma":[0.000870635,0.000041559048,0.06725593,0.00064351526,0.0000132013865,0.000012734689,0.11722593,1.577122e-7,0.0002090224,0.01030479,0.8031261,0.00029642813],"about_ca_topic_score_codex":0.00011176257,"about_ca_topic_score_gemma":0.0005939134,"teacher_disagreement_score":0.42586648,"about_ca_system_score_codex":0.0010799795,"about_ca_system_score_gemma":0.0003394,"threshold_uncertainty_score":0.3061632},"labels":[],"label_agreement":null},{"id":"W2341745332","doi":"10.1177/0169796x15609711","title":"Understanding the Deep Roots of Success in Effective Civil Services","year":2016,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Language change; Sanctions; Promotion (chess); Political science; Corporate governance; Civil service; Service (business); Rhetorical question; Order (exchange); Public relations; Economic growth; Development economics; Business; Economics; Management; Marketing; Public service; Law","score_opus":0.049016409657910466,"score_gpt":0.3002760820333972,"score_spread":0.2512596723754867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341745332","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":[0.97008926,0.00030365016,0.009879371,0.012727348,0.0009309685,0.0001430844,6.5694053e-7,0.000009521532,0.0059161354],"genre_scores_gemma":[0.9984476,0.00069316226,0.0003114188,0.00017870984,0.00008973873,0.0000024943233,5.713134e-8,0.0000045084917,0.0002723291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899596,0.00014149433,0.00036890962,0.00006742223,0.00025006512,0.00017615163],"domain_scores_gemma":[0.9989154,0.0004969619,0.00038273432,0.00004718789,0.00012314632,0.000034598183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018650641,0.00006672088,0.00018367002,0.0000880145,0.00020895067,0.00004436206,0.00027021652,0.000056853252,0.00007326932],"category_scores_gemma":[0.000105502164,0.000039154027,0.00007880403,0.00018715938,0.00018552817,0.00030002362,0.00004318774,0.0000878374,0.0000038343846],"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":[0.00009873744,0.000054190412,0.6208511,0.0001826682,0.00024898,0.0000084504545,0.28681725,0.00010341811,0.00048731652,0.0545459,0.0007557857,0.03584619],"study_design_scores_gemma":[0.0013358294,0.000055304514,0.7287555,0.0015399497,0.000020947073,0.000008680338,0.21317366,0.000017131437,0.00035599712,0.042652085,0.011796209,0.00028872085],"about_ca_topic_score_codex":0.000056142126,"about_ca_topic_score_gemma":0.0026769515,"teacher_disagreement_score":0.107904375,"about_ca_system_score_codex":0.0008337812,"about_ca_system_score_gemma":0.00035143143,"threshold_uncertainty_score":0.21803088},"labels":[],"label_agreement":null},{"id":"W2624916336","doi":"10.1177/0169796x17710071","title":"The Emergence of the Sharing Economy: Implications for Development","year":2017,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sharing economy; Digital economy; Business; Transaction cost; Goods and services; Service economy; Economies of scale; Economics; Service provider; Capital (architecture); Service (business); Industrial organization; Economy; Market economy; Marketing; Finance","score_opus":0.07159668519316982,"score_gpt":0.28686507590592514,"score_spread":0.21526839071275533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624916336","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":[0.92490196,0.0006135508,0.0069040176,0.047712512,0.003049567,0.0004496225,0.0000021531098,0.000022472233,0.016344143],"genre_scores_gemma":[0.9958169,0.000065068576,0.0023419436,0.0005844816,0.0005681117,0.000014762158,6.675509e-7,0.000010280039,0.00059778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933046,0.0000011818128,0.0004010682,0.000069343856,0.000060449936,0.00013750595],"domain_scores_gemma":[0.998197,0.00007287704,0.0011913743,0.00023268325,0.0003008796,0.0000051750612],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007347029,0.00007327258,0.00012604767,0.00002822618,0.0017384051,0.00039329013,0.0009875554,0.000032859705,0.000008109798],"category_scores_gemma":[0.00024862535,0.00004186731,0.00012935058,0.000042654316,0.000084631014,0.0007777975,0.00023558171,0.0000895049,0.0000028779075],"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":[0.000027460705,0.000020953263,0.523788,0.00037996587,0.00032954843,1.7078979e-7,0.0009389472,0.00009794763,0.000089096975,0.4166745,0.035216972,0.022436494],"study_design_scores_gemma":[0.00022860624,0.0000031652362,0.51840526,0.0001712827,0.000027661898,0.0000028642899,0.0006382962,0.00010314891,0.00059641775,0.15869091,0.32100442,0.00012794466],"about_ca_topic_score_codex":0.0000066439243,"about_ca_topic_score_gemma":0.000024885341,"teacher_disagreement_score":0.28578746,"about_ca_system_score_codex":0.000028437913,"about_ca_system_score_gemma":0.00015019294,"threshold_uncertainty_score":0.9995612},"labels":[],"label_agreement":null},{"id":"W2753464087","doi":"10.1177/0169796x17710074","title":"Profile of the Sharing Economy in the Developing World: Examples of Companies Trying to Change the World","year":2017,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Ohio State University","keywords":"Business; Sharing economy; Developing country; The Internet; Industrial organization; World economy; Marketing; Commerce; Market economy; Economics; Economic growth","score_opus":0.11276975244374257,"score_gpt":0.2883114477290134,"score_spread":0.17554169528527083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753464087","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":[0.9673784,0.00033647477,0.00012747469,0.021086669,0.0006659349,0.00037090696,0.0000016398369,0.000008996109,0.010023502],"genre_scores_gemma":[0.9950514,0.00002813616,0.001364057,0.0025769009,0.00066556793,0.000017783917,7.2251527e-7,0.000013167958,0.00028228684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988028,0.000013186288,0.0006349652,0.00011726063,0.00020231884,0.00022950523],"domain_scores_gemma":[0.99783933,0.00022147238,0.0014087777,0.00033535255,0.00018856763,0.0000064924648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017053125,0.00014725649,0.00033369748,0.00023554185,0.0006372884,0.00048144173,0.0016387155,0.00003476893,0.000026991893],"category_scores_gemma":[0.00020338883,0.00007753507,0.00015400807,0.00036487367,0.00014020286,0.0012360307,0.00049804174,0.00027972792,0.000003874207],"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":[0.000051737195,0.000034081993,0.8523922,0.0010387308,0.00021278487,0.0000034847899,0.013597805,0.00020055243,0.000041185234,0.116880104,0.008584811,0.00696254],"study_design_scores_gemma":[0.00036433488,0.000006338103,0.8974904,0.0019079668,0.000038898535,0.0000060660286,0.0070567518,0.00017655933,0.00055512856,0.02002372,0.07215434,0.00021953271],"about_ca_topic_score_codex":0.00016669923,"about_ca_topic_score_gemma":0.001072726,"teacher_disagreement_score":0.09685638,"about_ca_system_score_codex":0.00006084996,"about_ca_system_score_gemma":0.00009071607,"threshold_uncertainty_score":0.49015713},"labels":[],"label_agreement":null},{"id":"W2784895224","doi":"10.1177/0169796x17735238","title":"“Corruption Is Us”: Tackling Corruption by Examining the Interplay Between Formal Rules and Informal Norms Within the Russian Construction Industry","year":2017,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":11,"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":"Language change; Ethos; Multitude; State (computer science); Informal sector; Political science; Political economy; Public relations; Economic system; Public administration; Business; Sociology; Economics; Economic growth; Law","score_opus":0.03638245953642124,"score_gpt":0.3183308823817136,"score_spread":0.28194842284529237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784895224","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":[0.9842207,0.00007514983,0.0018265037,0.009714527,0.0013893697,0.00011584247,0.00000512522,0.000015750944,0.002637061],"genre_scores_gemma":[0.9956765,0.0003607646,0.00192531,0.00066654757,0.00053314434,0.00000386055,0.0000028275867,0.000008683687,0.0008223277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855715,0.00008033783,0.0006153784,0.000110386005,0.0003571932,0.0002795532],"domain_scores_gemma":[0.9982117,0.00013760549,0.0013172394,0.0001349829,0.000115265495,0.000083215564],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002833137,0.0001400845,0.00021362166,0.00005929488,0.0039187092,0.0009188731,0.00045112005,0.00024231283,0.00004358115],"category_scores_gemma":[0.00022889492,0.00008942631,0.00007429017,0.000058674832,0.00071882113,0.0017149904,0.00015766144,0.00070127926,0.000007469542],"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":[0.000040549254,0.0000084621415,0.6986529,0.000033288416,0.00015245573,0.0000013588908,0.15107587,0.000018845376,0.000032470194,0.008655603,0.001390415,0.13993774],"study_design_scores_gemma":[0.00058879517,0.00006262183,0.8502196,0.00031680646,0.00005288507,0.00006793207,0.11612714,0.00011711233,0.00014759121,0.0014074995,0.030590057,0.00030193073],"about_ca_topic_score_codex":0.00011012352,"about_ca_topic_score_gemma":0.00007120654,"teacher_disagreement_score":0.15156668,"about_ca_system_score_codex":0.00022388826,"about_ca_system_score_gemma":0.00048438017,"threshold_uncertainty_score":0.99737805},"labels":[],"label_agreement":null},{"id":"W2915792850","doi":"10.1177/0169796x17749658","title":"Revisiting Agrarian Reform in Brazil, 1985–2016","year":2018,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Agrarian reform; Agrarian society; Agrarian system; Peasant; Land reform; Politics; Agribusiness; Agrarian structure; Economics; Agriculture; Political science; Political economy; Development economics; Economic system; Geography","score_opus":0.018755245680968802,"score_gpt":0.244889123631369,"score_spread":0.2261338779504002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915792850","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":[0.9897326,0.00044332127,0.000013444937,0.0061932625,0.00040196514,0.00007549464,0.0000032443927,0.00002433295,0.0031123012],"genre_scores_gemma":[0.9903343,0.00063718867,0.0048956242,0.0013742017,0.0018121183,0.0000027223764,0.00001039349,0.000001647879,0.00093182595],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846923,0.000060972994,0.0006213199,0.00015027862,0.0003634766,0.00033472473],"domain_scores_gemma":[0.9990401,0.0000907881,0.00042351222,0.000032541113,0.00033281787,0.00008024015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007328679,0.00016354016,0.00030311145,0.000026194393,0.00024363468,0.00009800966,0.00033622925,0.00013052167,0.00008312021],"category_scores_gemma":[0.00010051986,0.000052496976,0.00013218651,0.00046927214,0.00007966611,0.00031482795,0.0000916152,0.00024342875,0.00003533775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033038913,0.00022208311,0.26179397,0.000253046,0.00046271412,0.0001953025,0.015021338,0.000005944458,0.023065273,0.021586837,0.19497837,0.48208472],"study_design_scores_gemma":[0.000318116,0.00019681948,0.888383,0.0007945538,0.000011270242,0.000113923365,0.0049551306,0.000002501955,0.0033613474,0.012959595,0.08852678,0.00037696274],"about_ca_topic_score_codex":0.00004710147,"about_ca_topic_score_gemma":0.000101205456,"teacher_disagreement_score":0.62658906,"about_ca_system_score_codex":0.00033251222,"about_ca_system_score_gemma":0.000077204495,"threshold_uncertainty_score":0.21407646},"labels":[],"label_agreement":null},{"id":"W3026529847","doi":"10.1177/0169796x20924576","title":"Regulating Corporate Social Responsibility (CSR) for Economic and Social Development Through Trade Rules","year":2020,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Corporate social responsibility; Nexus (standard); Argument (complex analysis); Corporate governance; Process (computing); Law and economics; Business; Social responsibility; Economic system; Economics; Public relations; Political science; Finance","score_opus":0.08492550152839402,"score_gpt":0.29113675879915596,"score_spread":0.20621125727076195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026529847","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":[0.96436137,0.00016830477,0.0011408956,0.033429965,0.00031002433,0.00024869057,0.000009261204,0.00004915828,0.00028233396],"genre_scores_gemma":[0.98624885,0.000013293087,0.007683778,0.0034341067,0.0025580006,0.0000041406042,0.000010005352,0.000027963426,0.000019857673],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983518,0.000041460655,0.00076290575,0.00022342596,0.0002559625,0.0003644058],"domain_scores_gemma":[0.99851227,0.00011024764,0.0010934493,0.00004413176,0.0002166649,0.000023259465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009982365,0.0002293214,0.00051247433,0.000051078223,0.0010596461,0.00039058895,0.00021007586,0.00015512218,0.0000067906317],"category_scores_gemma":[0.0002886379,0.00022004692,0.00024109033,0.00012687819,0.00022919769,0.0010883185,0.00010758529,0.0002168789,0.0000028500483],"study_design_candidate":"qualitative","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":[0.0030562852,0.00030559825,0.11125612,0.009348636,0.0017724645,0.00003242438,0.47917905,0.00014440317,0.00080770714,0.26870164,0.099918745,0.025476897],"study_design_scores_gemma":[0.004492296,0.00012880363,0.38693503,0.00017929815,0.00036103989,0.000010061022,0.174356,0.00033467394,0.0005366387,0.31393987,0.11724722,0.0014790804],"about_ca_topic_score_codex":0.000014944251,"about_ca_topic_score_gemma":0.0000075986522,"teacher_disagreement_score":0.30482307,"about_ca_system_score_codex":0.00036281545,"about_ca_system_score_gemma":0.0005779838,"threshold_uncertainty_score":0.8973253},"labels":[],"label_agreement":null},{"id":"W3026953935","doi":"10.1177/0169796x20924365","title":"States and Firms Co-producing Corporate Social Responsibility (CSR) in the Developing World","year":2020,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Mining and Resource Management","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Corporate social responsibility; Typology; General partnership; Business; Salience (neuroscience); Enforcement; Production (economics); Politics; Public economics; Economics; Accounting; Public relations; Sociology; Political science; Finance; Microeconomics; Law","score_opus":0.05221294574546631,"score_gpt":0.2612484483112194,"score_spread":0.2090355025657531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026953935","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":[0.98288286,0.0007537862,0.0022585348,0.013392448,0.00013891801,0.000087634515,0.0000015088085,0.0000410952,0.00044322573],"genre_scores_gemma":[0.99085534,0.0004187108,0.0069646887,0.0013716428,0.00027944884,0.0000028024704,0.0000014095223,0.000021416941,0.00008456504],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881655,0.00011162514,0.0004667356,0.000120205856,0.0002730741,0.00021183684],"domain_scores_gemma":[0.99945945,0.00017743833,0.00019776658,0.00006486288,0.00006512261,0.000035377547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013365068,0.00013908122,0.00026009858,0.00009599296,0.00016762373,0.000110018824,0.00020055102,0.000044162633,0.000004881924],"category_scores_gemma":[0.00012414054,0.00010083371,0.000058350284,0.00039588232,0.00008430903,0.00009828347,0.00004573318,0.00038426928,0.0000018908241],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002670467,0.000041997086,0.090448774,0.0030185794,0.0007152799,0.00025325813,0.6845296,0.024254888,0.0015942472,0.0037544523,0.17636417,0.014757697],"study_design_scores_gemma":[0.0024640467,0.00022177049,0.72604716,0.0014257297,0.00011677099,0.000093436574,0.12460897,0.007970305,0.003376583,0.0088804895,0.12332733,0.001467399],"about_ca_topic_score_codex":0.0000022840957,"about_ca_topic_score_gemma":0.0000059165786,"teacher_disagreement_score":0.6355984,"about_ca_system_score_codex":0.00010868094,"about_ca_system_score_gemma":0.000082661405,"threshold_uncertainty_score":0.41118795},"labels":[],"label_agreement":null},{"id":"W3032927031","doi":"10.1177/0169796x20924577","title":"Dialogue and Coordination: How Hybrid Models Can Strengthen Labor Standards Enforcement","year":2020,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada; York University","funders":"","keywords":"Enforcement; Business; Transparency (behavior); Accountability; State (computer science); Government (linguistics); Quality (philosophy); Private sector; Public relations; Public economics; Public administration; Economics; Economic growth; Political science","score_opus":0.033929088763744356,"score_gpt":0.2553486986929395,"score_spread":0.22141960992919518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032927031","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":[0.8807175,0.00072495703,0.0037576777,0.112032376,0.00047792043,0.00021580297,0.000047846093,0.00005707614,0.0019688585],"genre_scores_gemma":[0.99425215,0.0001708334,0.00041631339,0.003978969,0.0010894238,0.0000013731789,0.000006695055,0.000014088426,0.00007015043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987808,0.000019611924,0.00030354978,0.00011929892,0.0005398711,0.00023687567],"domain_scores_gemma":[0.9984724,0.000038204624,0.00035786815,0.00005269654,0.0010399333,0.00003893459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005297971,0.00015647247,0.0002979688,0.000060170878,0.0002550676,0.0005051933,0.00017085948,0.000050778763,0.000012292772],"category_scores_gemma":[0.0004899178,0.00013557228,0.00010872005,0.00023279976,0.0001037036,0.0010685627,0.00009289984,0.00017761589,4.3402866e-7],"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":[0.0005007831,0.00023895023,0.073088035,0.005356095,0.0016328102,0.00020782885,0.097536586,0.0042537306,0.00010596405,0.39247262,0.3999955,0.024611084],"study_design_scores_gemma":[0.006266296,0.00041016113,0.020357464,0.00067504944,0.00066633907,0.000027683749,0.31603798,0.008085072,0.00027778096,0.2670141,0.3782361,0.0019460138],"about_ca_topic_score_codex":0.000065964225,"about_ca_topic_score_gemma":0.000009820472,"teacher_disagreement_score":0.21850137,"about_ca_system_score_codex":0.00023218288,"about_ca_system_score_gemma":0.00033833264,"threshold_uncertainty_score":0.55284774},"labels":[],"label_agreement":null},{"id":"W3090954375","doi":"10.1177/0169796x20948002","title":"Introduction: Journal of Developing Societies’ Special Issue on Corporate Social Responsibility","year":2020,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Mining and Resource Management","field":"Engineering","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":"Simon Fraser University","funders":"","keywords":"Corporate social responsibility; Globalization; Sustainability; Harmonization; Enforcement; Political science; Social responsibility; Transparency (behavior); Immigration; Audit; Business; Public relations; Public administration; Economic growth; Accounting; Economics; Law","score_opus":0.03525616213117008,"score_gpt":0.2435057623711921,"score_spread":0.208249600240022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090954375","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":[0.8282697,0.0013151306,0.022868993,0.12913294,0.011370148,0.0002709352,0.000008816931,0.00017983942,0.0065835025],"genre_scores_gemma":[0.5436598,0.0037993893,0.1320031,0.008907241,0.3056505,0.00000811514,0.000011386099,0.00037910615,0.005581392],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974379,0.0001505105,0.0011570159,0.00015758447,0.0007834354,0.00031357908],"domain_scores_gemma":[0.9981451,0.00011312292,0.0009633569,0.00010149279,0.00056374486,0.0001131886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014566645,0.0002617639,0.0006226246,0.0001557843,0.00026529012,0.000121959,0.00037973045,0.00017116235,0.0001649711],"category_scores_gemma":[0.00034737276,0.00023047434,0.00034429174,0.00045577547,0.00015571133,0.00019559146,0.000077531084,0.0008547262,0.000021619018],"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":[0.00023444284,0.000022664837,0.00023318331,0.00042233002,0.0005256912,0.000050443028,0.023540458,0.0060022026,0.00047943994,0.0009261355,0.9621187,0.0054443143],"study_design_scores_gemma":[0.0014342435,0.0004932315,0.0053698258,0.00041716947,0.00013332623,0.0001375324,0.021907166,0.00032540856,0.0054790615,0.0018879438,0.96178615,0.0006289282],"about_ca_topic_score_codex":1.7559275e-7,"about_ca_topic_score_gemma":1.6374237e-7,"teacher_disagreement_score":0.29428035,"about_ca_system_score_codex":0.00046578568,"about_ca_system_score_gemma":0.00038479138,"threshold_uncertainty_score":0.9398471},"labels":[],"label_agreement":null},{"id":"W3091039029","doi":"10.1177/0169796x20962878","title":"Developing State Capacity: The Missing Variable for Corporate Social Responsibility?","year":2020,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"International Development and Aid","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":"Simon Fraser University","funders":"","keywords":"Corporate social responsibility; Civil society; Criticism; State (computer science); Work (physics); Developing country; Political science; Business; Global governance; Social responsibility; Political economy; Public relations; Public administration; Economics; Economic growth; Law; Politics","score_opus":0.15763452956966567,"score_gpt":0.3351222700801487,"score_spread":0.17748774051048305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091039029","genre_codex":"commentary","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":[0.21214095,0.00035516513,0.18780494,0.59293395,0.0021466217,0.0005338859,0.000019667477,0.00008371116,0.003981097],"genre_scores_gemma":[0.57367283,0.00052480516,0.3900933,0.027470527,0.0040582516,0.00002321802,0.000008694264,0.00007059982,0.0040777596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99803877,0.00024446085,0.0005825218,0.00013971509,0.0006612605,0.00033328062],"domain_scores_gemma":[0.99734,0.00059424416,0.0008049436,0.00004227579,0.0011417661,0.00007673241],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029724143,0.00013336979,0.00026602173,0.000052668238,0.0015804039,0.00029211884,0.00045730668,0.000090577254,0.000023695999],"category_scores_gemma":[0.0016455258,0.00010308195,0.000157522,0.00040400084,0.00030403005,0.00042082675,0.00005906748,0.00027094988,0.0000046736086],"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":[0.00029235237,0.000019670097,0.002079622,0.00016614982,0.00037709496,0.000008019255,0.20441899,0.00004550467,0.0011875655,0.73144054,0.055543564,0.004420957],"study_design_scores_gemma":[0.00067506125,0.0000608447,0.003831089,0.00020873392,0.000039042046,0.0000067755973,0.017591493,0.00007627497,0.0018804091,0.5338822,0.44136402,0.00038403884],"about_ca_topic_score_codex":0.00001621407,"about_ca_topic_score_gemma":0.00001150258,"teacher_disagreement_score":0.5654634,"about_ca_system_score_codex":0.00041563212,"about_ca_system_score_gemma":0.0032014016,"threshold_uncertainty_score":0.9997194},"labels":[],"label_agreement":null},{"id":"W3106590262","doi":"10.1177/0169796x20972260","title":"International Development Volunteering as Transformational Feminist Practice for Gender Equality","year":2020,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Transformational leadership; Empowerment; Gender and development; Gender studies; Sociology; Women's empowerment; Gender equality; Public relations; Feminism; International development; Political science; Democracy; Politics","score_opus":0.07127195522930788,"score_gpt":0.3555817495794282,"score_spread":0.28430979435012027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106590262","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17773129,0.0018456695,0.5628895,0.18293703,0.0066887317,0.0010072158,0.000033004326,0.00023979264,0.06662777],"genre_scores_gemma":[0.66926193,0.00090625643,0.31606737,0.010703265,0.002140385,0.000029373434,0.000014130024,0.000035618443,0.00084168854],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741626,0.00010291732,0.0008715848,0.00015944788,0.0011248995,0.00032491807],"domain_scores_gemma":[0.997833,0.00037190216,0.00057428353,0.00004695849,0.0009768395,0.00019700693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919418,0.00016171197,0.00026914605,0.00007333381,0.0006500361,0.00021906404,0.00045743765,0.00012803073,0.000107739186],"category_scores_gemma":[0.0012993371,0.000159668,0.00022468224,0.00018940275,0.00012374227,0.0007885417,0.00005160193,0.00025369955,0.00001824781],"study_design_candidate":"qualitative","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":[0.00026572915,0.000091131165,0.0011309598,0.00016689609,0.00071459764,0.000013110246,0.9178372,0.00007965882,0.0000902895,0.014208135,0.059846267,0.0055560037],"study_design_scores_gemma":[0.0005406492,0.000044556935,0.0012276949,0.00005884339,0.000026484138,0.000020273337,0.1204193,0.000026971511,0.0003656419,0.0009930935,0.87605417,0.00022230405],"about_ca_topic_score_codex":0.00001917463,"about_ca_topic_score_gemma":0.000006932596,"teacher_disagreement_score":0.81620795,"about_ca_system_score_codex":0.0005582676,"about_ca_system_score_gemma":0.002854723,"threshold_uncertainty_score":0.6511072},"labels":[],"label_agreement":null},{"id":"W4283519469","doi":"10.1177/0169796x221104856","title":"Mitigating Tannery Pollution in Sub-Saharan Africa and South Asia","year":2022,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural resource economics; Business; Pollution; Human health; Carbon footprint; Environmental protection; China; Environmental science; Greenhouse gas; Geography; Economics; Environmental health","score_opus":0.02816134925470218,"score_gpt":0.258975809939325,"score_spread":0.23081446068462283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283519469","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":[0.97802156,0.0038753143,0.00012902934,0.017128434,0.00014718632,0.00010689244,0.0000021617195,0.000006460114,0.0005829636],"genre_scores_gemma":[0.9954872,0.0007358012,0.0022628913,0.0011687693,0.00007356658,0.0000043651876,0.0000016929226,0.000009148003,0.00025654738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907243,0.00006143487,0.00032526904,0.00007587841,0.0003087332,0.00015623259],"domain_scores_gemma":[0.99970764,0.000019068244,0.00016198827,0.000043598244,0.00001570256,0.000052001375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058879907,0.00006757629,0.00018376928,0.00010335188,0.0001479073,0.000011674101,0.00004201541,0.000025719224,0.000014524906],"category_scores_gemma":[0.000031164524,0.000063002524,0.000052354055,0.00014648424,0.00003864226,0.00006275105,0.00008141801,0.0002890453,0.0000010402654],"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":[0.0009779257,0.0006669315,0.4017226,0.0037530405,0.0010929154,0.001874176,0.17419688,0.0029301816,0.022480326,0.0012089923,0.23335178,0.15574424],"study_design_scores_gemma":[0.0029179337,0.0009195743,0.79379505,0.0009458942,0.000095953095,0.0006452735,0.108234,0.0002167912,0.0013013548,0.0014345597,0.089136645,0.00035694163],"about_ca_topic_score_codex":0.0000042579436,"about_ca_topic_score_gemma":8.1175506e-7,"teacher_disagreement_score":0.39207247,"about_ca_system_score_codex":0.0004064349,"about_ca_system_score_gemma":0.00010310465,"threshold_uncertainty_score":0.25691685},"labels":[],"label_agreement":null},{"id":"W4283803221","doi":"10.1177/0169796x221104855","title":"Plastic Waste Mitigation Strategies: A Review of Lessons from Developing Countries","year":2022,"lang":"en","type":"review","venue":"Journal of Developing Societies","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Plastic pollution; Business; Plastic waste; Enforcement; Developing country; Stakeholder; Food waste; Municipal solid waste; Natural resource economics; Environmental planning; Pollution; Waste management; Environmental science; Economic growth; Engineering; Economics; Political science","score_opus":0.043991349179635535,"score_gpt":0.30920615903882404,"score_spread":0.2652148098591885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283803221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000081781676,0.98703116,0.010955898,0.00026755163,0.0010695934,0.00019724171,0.00015404756,0.000009115754,0.00023358568],"genre_scores_gemma":[0.00001766836,0.9925468,0.006950368,0.00018633978,0.00014445967,0.00001118978,0.000061208004,0.000031624095,0.00005035297],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967577,0.00023927781,0.0016199895,0.00023932058,0.0008685373,0.00027518492],"domain_scores_gemma":[0.99556774,0.0014445783,0.0026904452,0.00016044667,0.0000692089,0.00006757305],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087085564,0.00036684654,0.0015516881,0.00010120444,0.00022937458,0.00006782334,0.0005161329,0.0001799036,0.001409763],"category_scores_gemma":[0.0005256399,0.00030152235,0.00046794425,0.00044485397,0.00022194626,0.0002671176,0.00024982393,0.0005481634,0.00002892334],"study_design_candidate":"not_applicable","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":[0.000067416106,0.00014927119,0.000098018456,0.4752042,0.0030595309,0.00015240982,0.005666204,0.000924749,0.000039488,0.009583696,0.13344383,0.3716112],"study_design_scores_gemma":[0.00009855911,0.00005381252,0.000027509564,0.11172431,0.0005710818,0.00006648005,0.00043315475,0.0000072061143,0.000006972503,0.00071500835,0.8859814,0.00031451788],"about_ca_topic_score_codex":0.000018388913,"about_ca_topic_score_gemma":0.0000057190423,"teacher_disagreement_score":0.75253755,"about_ca_system_score_codex":0.0010178791,"about_ca_system_score_gemma":0.0019477884,"threshold_uncertainty_score":0.9999437},"labels":[],"label_agreement":null},{"id":"W4283803721","doi":"10.1177/0169796x221106013","title":"Sustainable Manufacturing and Environmental Pollution Programme (SMEP): A Circular Economy Experiment in the Global South","year":2022,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Circular economy; Commonwealth; General partnership; Sustainable development; Economic growth; Business; Environmental pollution; Sustainability; Environmental planning; Economics; Economy; Political science; Environmental protection; Geography","score_opus":0.010576250457888731,"score_gpt":0.20280726146105804,"score_spread":0.1922310110031693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283803721","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":[0.9874129,0.0011911814,0.00073672866,0.008788859,0.00017609034,0.00052574935,0.0000010096504,0.000021040927,0.0011464307],"genre_scores_gemma":[0.9964608,0.00001639545,0.00044303053,0.0026095882,0.00023910103,0.000055965476,0.000004931295,0.000012691328,0.00015748104],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986193,0.000047361696,0.00036413193,0.00015758126,0.00038832525,0.00042330226],"domain_scores_gemma":[0.99945676,0.000018041927,0.0003753059,0.000109501685,0.000029440895,0.000010926487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014168099,0.00015443286,0.0001840549,0.00017717626,0.00053197634,0.0003963613,0.00032763393,0.0000278358,0.00004591271],"category_scores_gemma":[0.00002429846,0.00013190825,0.00009544005,0.00022648087,0.00007147308,0.00068161765,0.00050449336,0.00021982957,0.0000014425258],"study_design_candidate":"qualitative","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":[0.00075847807,0.0014944698,0.38796797,0.007782126,0.0018152738,0.0044434476,0.1216645,0.03114365,0.00012552463,0.36917973,0.04213075,0.031494085],"study_design_scores_gemma":[0.0010655284,0.000039960145,0.02046717,0.000024301591,0.000046151108,0.000057662746,0.71587175,0.00021548459,0.00003603606,0.038014214,0.22389176,0.00026997257],"about_ca_topic_score_codex":0.0000763187,"about_ca_topic_score_gemma":0.0000013113344,"teacher_disagreement_score":0.5942072,"about_ca_system_score_codex":0.0012406547,"about_ca_system_score_gemma":0.000080347985,"threshold_uncertainty_score":0.5379062},"labels":[],"label_agreement":null},{"id":"W4284891829","doi":"10.1177/0169796x221107217","title":"Shifting to Circular Manufacturing in the Global South: Challenges and Pathways","year":2022,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Sustainable development; Sustainability; Supply chain; Environmental pollution; Natural resource; Damages; Manufacturing; Process (computing); Natural resource economics; Environmental planning; Economic growth; Environmental resource management; Environmental protection; Economics; Political science; Marketing; Geography","score_opus":0.03238645896760274,"score_gpt":0.22367624590144516,"score_spread":0.1912897869338424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284891829","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":[0.96658343,0.0025612267,0.0005522084,0.027513592,0.00040828707,0.00023126729,7.3765557e-7,0.000025047615,0.0021242027],"genre_scores_gemma":[0.99337566,0.000084537416,0.0009403186,0.00512063,0.00043062613,0.000016247492,7.3211726e-7,0.000013260971,0.000018012888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99860895,0.000047446814,0.00034228826,0.00014782941,0.00056039426,0.00029307322],"domain_scores_gemma":[0.99944824,0.000064748914,0.00028892545,0.00011116252,0.000077324665,0.000009623362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021503556,0.00013437001,0.00019557647,0.00020222705,0.00038024288,0.00024296125,0.000457599,0.00002461406,0.00001626801],"category_scores_gemma":[0.00013890241,0.00011034644,0.00007552887,0.0003082037,0.000026887372,0.00038813055,0.0006023173,0.00025700105,0.0000027287574],"study_design_candidate":"qualitative","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":[0.00028335658,0.0003034153,0.12155536,0.0066381795,0.00088068505,0.0027709913,0.26755926,0.027304694,0.00007514227,0.40823677,0.022705581,0.14168656],"study_design_scores_gemma":[0.0007609542,0.00003877751,0.1960483,0.00015615161,0.000050937746,0.000059235634,0.58675694,0.0001176508,0.000013126484,0.09171998,0.1238722,0.00040574878],"about_ca_topic_score_codex":0.000018641806,"about_ca_topic_score_gemma":0.000007012944,"teacher_disagreement_score":0.31919768,"about_ca_system_score_codex":0.00029940662,"about_ca_system_score_gemma":0.000051965322,"threshold_uncertainty_score":0.44997972},"labels":[],"label_agreement":null},{"id":"W4384694212","doi":"10.1177/0169796x231178568","title":"Killing a Country and Getting Away with It: Neopatrimonialism and Incurable Corruption by Political Elites Linked to International Development Aid","year":2023,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"International Development and Aid","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":"Université du Québec en Outaouais","funders":"","keywords":"Language change; Politics; Elite; Corporate governance; State (computer science); Political economy; Political science; Clientelism; Good governance; Sociology; Public administration; Law; Democracy; Economics; Management","score_opus":0.018372791469826,"score_gpt":0.30699959315966197,"score_spread":0.28862680168983595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384694212","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":[0.9578607,0.0001725391,0.0014554285,0.038135055,0.0006562363,0.00011210765,0.000005024228,0.000042817323,0.0015600666],"genre_scores_gemma":[0.96923083,0.0006255826,0.025215922,0.0022149426,0.000492926,0.000007209031,0.000017543782,0.000017455875,0.002177558],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983386,0.000051060815,0.00040655368,0.00014368928,0.0007298399,0.00033030048],"domain_scores_gemma":[0.99890673,0.00024582888,0.00020559752,0.000027159289,0.00047389694,0.0001407814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012296261,0.000121529185,0.000182035,0.00017981206,0.00054620055,0.00027916604,0.00016551113,0.00008599351,0.000013587122],"category_scores_gemma":[0.00031404334,0.00010549859,0.000025823896,0.00026996955,0.00013698246,0.000380642,0.00008264898,0.0001840878,0.0000057161524],"study_design_candidate":"not_applicable","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":[0.00045943618,0.000110197354,0.3460924,0.00033929458,0.0010105143,0.0001264389,0.34150702,0.00011094065,0.003046162,0.1977332,0.08942013,0.02004428],"study_design_scores_gemma":[0.002157914,0.00019207114,0.17160118,0.002638172,0.000058969712,0.000117432464,0.111955054,0.00034120886,0.00124707,0.011838665,0.69665927,0.0011929966],"about_ca_topic_score_codex":0.00005705356,"about_ca_topic_score_gemma":0.00004043029,"teacher_disagreement_score":0.6072391,"about_ca_system_score_codex":0.0003134143,"about_ca_system_score_gemma":0.000670675,"threshold_uncertainty_score":0.43021077},"labels":[],"label_agreement":null},{"id":"W4412642886","doi":"10.1177/0169796x251351798","title":"Political Transition, Structural Inequality, and the Persistence of Bribery in Ghana (1999–2022)","year":2025,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":3,"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 Manitoba; University of Victoria","funders":"","keywords":"Politics; Inequality; Persistence (discontinuity); Transition (genetics); Development economics; Economics; Political science; Demographic economics; Economic system; Mathematics; Biology","score_opus":0.03354347058789467,"score_gpt":0.31331738581623003,"score_spread":0.2797739152283354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412642886","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":[0.9392877,0.00063778035,0.0005021659,0.056075387,0.0004269088,0.00006916644,0.0000011704617,0.0000040979544,0.0029955972],"genre_scores_gemma":[0.9971035,0.00023068288,0.0011024252,0.0011878198,0.00004701272,0.0000010421005,2.4611472e-7,0.0000017519543,0.00032548825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989931,0.00016005954,0.00044458045,0.00006318663,0.00017851818,0.00016056794],"domain_scores_gemma":[0.99937254,0.00026368347,0.00014652168,0.00003798251,0.00014421094,0.000035061974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015743587,0.00005519788,0.000215096,0.00008439331,0.00018680656,0.000043636563,0.00014366284,0.000052351705,0.00002217234],"category_scores_gemma":[0.00023278296,0.000041741267,0.00008233534,0.00019000907,0.0005259097,0.00013398327,0.00003164461,0.0001397844,3.2303882e-7],"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":[0.000098527875,0.000014082815,0.030577548,0.00012315999,0.00010372528,0.0000026143193,0.15726173,0.0000087141725,0.000016131731,0.80490386,0.0006645662,0.0062253596],"study_design_scores_gemma":[0.00266474,0.000030179492,0.2834329,0.00066004007,0.000049199214,0.000021866288,0.5875534,0.000109200686,0.00011326391,0.12073821,0.004371765,0.00025524583],"about_ca_topic_score_codex":0.00017283103,"about_ca_topic_score_gemma":0.00022881494,"teacher_disagreement_score":0.68416566,"about_ca_system_score_codex":0.00022243142,"about_ca_system_score_gemma":0.0007195562,"threshold_uncertainty_score":0.19377361},"labels":[],"label_agreement":null}]}