{"meta":{"query_hash":"2fe405f909aa","filters":{"venue":"Social Transformations Journal of the Global South"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/2fe405f909aa","api":"https://metacan.xera.ac/api/v1/cohort?venue=Social+Transformations+Journal+of+the+Global+South"},"results":[{"id":"W4407145080","doi":"10.13185/2799-015x.1147","title":"Criminology as Epistemic Necropolitics","year":2020,"lang":"en","type":"article","venue":"Social Transformations Journal of the Global South","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Sociology; Epistemology; Criminology; Philosophy","score_opus":0.06049366515974239,"score_gpt":0.32834102517087144,"score_spread":0.2678473600111291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407145080","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041734274,0.0103184795,0.0376705,0.069165185,0.0009869017,0.00007054218,0.000054578035,0.00009271711,0.8399068],"genre_scores_gemma":[0.9703361,0.0035116673,0.003669335,0.0032977832,0.0007043289,0.000073015755,0.000021642903,0.00006103837,0.018324994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955149,0.0027414542,0.00013858495,0.00050535414,0.0006923599,0.00040726436],"domain_scores_gemma":[0.9942287,0.0033273152,0.000644623,0.00082178303,0.0006632879,0.00031427864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005225368,0.000572932,0.00043545742,0.0027195043,0.007713959,0.0097326245,0.00088482804,0.0026023933,0.0044962387],"category_scores_gemma":[0.0071939374,0.000308458,0.00045686302,0.0014845448,0.06514825,0.009967521,0.0062589254,0.004975301,0.00062482007],"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":[0.0000016285235,0.0000025643737,0.000096724245,0.000010376597,0.0000011899566,0.00002512019,0.0027067098,0.000047923913,0.000015371224,0.9958015,0.0004192502,0.00087155704],"study_design_scores_gemma":[0.0000045879847,0.000006169818,0.00020540139,0.000103108214,0.000004882972,0.00007626032,0.0036603229,0.00026894087,0.00012018343,0.932306,0.06323827,0.0000057829884],"about_ca_topic_score_codex":0.004270308,"about_ca_topic_score_gemma":0.004168536,"teacher_disagreement_score":0.0097326245,"about_ca_system_score_codex":0.0075580603,"about_ca_system_score_gemma":0.003858502,"threshold_uncertainty_score":0.054837823},"labels":[],"label_agreement":null},{"id":"W4407145326","doi":"10.13185/2799-015x.1046","title":"Transnational Ideas and Connections: Understanding Asian Civil Society Activism","year":2014,"lang":"en","type":"article","venue":"Social Transformations Journal of the Global South","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Civil society; Political science; Gender studies; Sociology; Political economy; Politics; Law","score_opus":0.03010404020992499,"score_gpt":0.2883123653878892,"score_spread":0.2582083251779642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407145326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74673265,0.014843371,0.004810525,0.007971484,0.00016834313,0.000052619223,0.00012462567,0.0000238975,0.22527248],"genre_scores_gemma":[0.9919659,0.004803853,0.0006326764,0.0002602945,0.000038142425,0.000042772845,0.000049560054,0.000013933563,0.0021929094],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985843,0.0009118522,0.00006292239,0.00012573616,0.000105673666,0.00020946865],"domain_scores_gemma":[0.99820614,0.0010983879,0.00026862594,0.00011755763,0.00010696223,0.00020233238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031418353,0.00044269467,0.0002881701,0.0037800702,0.0032868423,0.010270861,0.00060991646,0.00087735336,0.0030017705],"category_scores_gemma":[0.0021828255,0.00021799417,0.00026582472,0.0064230855,0.013011076,0.013081228,0.0053027575,0.0017643144,0.000170142],"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":[0.00001677167,0.000026072648,0.012801655,0.0002876418,0.000018344817,0.0007163803,0.8041963,0.00015771575,0.0004298573,0.16329284,0.0005395486,0.017516864],"study_design_scores_gemma":[0.0000030180051,0.000025362011,0.0124361385,0.00044933363,0.000016613332,0.00033706613,0.9054821,0.000319536,0.00020220273,0.02959546,0.05112402,0.000009167038],"about_ca_topic_score_codex":0.0058159004,"about_ca_topic_score_gemma":0.009877636,"teacher_disagreement_score":0.010270861,"about_ca_system_score_codex":0.0032075543,"about_ca_system_score_gemma":0.0023198703,"threshold_uncertainty_score":0.023272514},"labels":[],"label_agreement":null},{"id":"W4407145825","doi":"10.13185/2799-015x.1039","title":"The Recruitment of Female “Mules” by Transnational Criminal Organizations: Securitization of Drug Trafficking in the Philippines and Beyond","year":2013,"lang":"en","type":"article","venue":"Social Transformations Journal of the Global South","topic":"Sex work and related issues","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":"Université de Montréal","funders":"","keywords":"Drug trafficking; Securitization; Organised crime; Business; Illicit drug; Criminology; Political science; Drug; Medicine; Financial system; Sociology; Pharmacology","score_opus":0.01755017386891512,"score_gpt":0.2888113341594328,"score_spread":0.27126116029051767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407145825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377813,0.0022355209,0.00035939296,0.019695079,0.00009572325,0.000056502846,0.000039036204,0.0000105017425,0.039727103],"genre_scores_gemma":[0.98824465,0.0021785253,0.00019709484,0.0019402243,0.00006315199,0.000034596353,0.0000142605195,0.0000063818425,0.0073211878],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99832636,0.0011329652,0.000034774843,0.000096972086,0.0001296257,0.00027933755],"domain_scores_gemma":[0.9977921,0.00066863134,0.00058196776,0.00012216275,0.00030007685,0.0005349673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026026468,0.00024633523,0.00015227924,0.00077439554,0.0060069,0.0027787506,0.0006431555,0.0012657396,0.009247636],"category_scores_gemma":[0.0031792298,0.00019200658,0.00012311662,0.0006888237,0.0047273324,0.002716804,0.0039167264,0.0012152982,0.00050861057],"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":[0.00005800404,0.00019400212,0.10411657,0.0002879661,0.0000147349165,0.002568191,0.7791428,0.00006723346,0.00088584085,0.026517145,0.008705578,0.07744194],"study_design_scores_gemma":[0.000008487868,0.00013924272,0.069059566,0.0005621434,0.000011699873,0.0012754651,0.8523566,0.00021051771,0.00040248779,0.0024303303,0.07351731,0.000026084854],"about_ca_topic_score_codex":0.012074091,"about_ca_topic_score_gemma":0.025751598,"teacher_disagreement_score":0.012074091,"about_ca_system_score_codex":0.0018168765,"about_ca_system_score_gemma":0.0034958723,"threshold_uncertainty_score":0.03093642},"labels":[],"label_agreement":null},{"id":"W4407145991","doi":"10.13185/2799-015x.1080","title":"New Models of Citizen Participation: Perennial and the Syrian Crisis – A Case Study","year":2017,"lang":"en","type":"article","venue":"Social Transformations Journal of the Global South","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perennial plant; Political science; Ecology","score_opus":0.062232700057068456,"score_gpt":0.36747010349152776,"score_spread":0.3052374034344593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407145991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423508,0.0005874972,0.00034415766,0.0022984394,0.000042342817,0.00007832234,0.000025765134,0.000008015275,0.05426458],"genre_scores_gemma":[0.9948148,0.00043827982,0.0002321774,0.0001369473,0.000016493661,0.00004466985,0.00001501639,0.0000052016844,0.0042964723],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99637043,0.001981482,0.00009382983,0.00015279811,0.00019485019,0.0012066313],"domain_scores_gemma":[0.9986713,0.0005956923,0.00017763652,0.0001547985,0.00010699177,0.00029358733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003799934,0.000736776,0.0006473017,0.0018004314,0.022515401,0.0071736854,0.0010719779,0.0035774456,0.0047630686],"category_scores_gemma":[0.0018678326,0.00036591326,0.000536339,0.0029225994,0.018306896,0.003937735,0.009235766,0.00324499,0.00032426795],"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":[0.00029691908,0.00040019376,0.022374425,0.0002902135,0.0000326199,0.015744176,0.7234007,0.0014384146,0.0009019774,0.20901312,0.004035326,0.022071922],"study_design_scores_gemma":[0.000026563734,0.00013111277,0.012717525,0.00018356701,0.000017701557,0.0018680122,0.92074555,0.0014996878,0.0003857871,0.0077163163,0.054677743,0.000030470288],"about_ca_topic_score_codex":0.03548451,"about_ca_topic_score_gemma":0.06954574,"teacher_disagreement_score":0.03548451,"about_ca_system_score_codex":0.011975527,"about_ca_system_score_gemma":0.0047789924,"threshold_uncertainty_score":0.08688891},"labels":[],"label_agreement":null},{"id":"W4407155626","doi":"10.13185/2799-015x.1068","title":"Why Does Innovation Matter for Inclusive Development?: Some Evidence from Contemporary Indonesia","year":2015,"lang":"en","type":"article","venue":"Social Transformations Journal of the Global South","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","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":"Centre for International Governance Innovation","funders":"","keywords":"Inclusive development; Inclusive growth; Political science; Economic geography; Sociology; Economic growth; Geography; Economics; Poverty","score_opus":0.047798124762850065,"score_gpt":0.27312451464158183,"score_spread":0.22532638987873177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407155626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410808,0.0060840603,0.0005949713,0.0050688274,0.000037762256,0.0000269548,0.000091369984,0.0000052184646,0.047010053],"genre_scores_gemma":[0.9969921,0.0022015783,0.00011424378,0.00026750925,0.0000138986015,0.00000956556,0.000020602836,0.0000046586993,0.00037578028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972025,0.00095794117,0.0003792369,0.00045340628,0.0006554239,0.00035143792],"domain_scores_gemma":[0.97432363,0.017211014,0.0054951557,0.0010844053,0.0010282916,0.00085756945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004947401,0.00017690817,0.0005629433,0.0017998907,0.00199916,0.0061487127,0.0007899055,0.0009330582,0.0041673603],"category_scores_gemma":[0.013958158,0.000268282,0.00029645837,0.0042272257,0.0064350464,0.0052063763,0.0039448277,0.001765156,0.00033440575],"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":[0.00017617735,0.00045746812,0.5280777,0.0022523813,0.00011019431,0.002707194,0.26808795,0.00026621603,0.0006246036,0.039606865,0.0015269588,0.15610625],"study_design_scores_gemma":[0.000017912775,0.00014183739,0.60661405,0.002969973,0.00017021445,0.0017456459,0.32748404,0.00076904695,0.00073639065,0.01409459,0.04519941,0.000056906487],"about_ca_topic_score_codex":0.0047899247,"about_ca_topic_score_gemma":0.006501417,"teacher_disagreement_score":0.0061487127,"about_ca_system_score_codex":0.001993016,"about_ca_system_score_gemma":0.0022633926,"threshold_uncertainty_score":0.02616465},"labels":[],"label_agreement":null}]}