{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1d9cf91ee952","filters":{"venue":"Global Perspectives"}},"results":[{"id":"W4285175908","doi":"10.1525/gp.2022.35540","title":"Twenty-First-Century Capitalism: A Research Agenda","year":2022,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Capitalism; Dominance (genetics); Monopoly; Corporate governance; Neoliberalism (international relations); Fundamentalism; Intellectual property; Political economy; Political science; Economics; Market economy; Law; Politics; Management","authors":[{"name":"Susan K. Sell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0426170452681016,"gpt":0.3054581517682768,"spread":0.2628411065001752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005163287,0.0001566338,0.0001633408,0.0001439999,0.001604501,0.0002716656,0.0004826666,0.00002457617,0.001863748],"category_scores_gemma":[0.0002363088,0.0001499384,0.00011483,0.001103653,0.0002121196,0.0005320348,0.001199907,0.0002580661,0.0003550016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268824,"about_ca_system_score_gemma":0.00002692752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00361289,"about_ca_topic_score_gemma":0.0002802141,"domain_scores_codex":[0.9980108,0.00004450174,0.0001670812,0.0005028298,0.0007389103,0.0005358341],"domain_scores_gemma":[0.9993425,0.00004687973,0.00008413833,0.0002695075,0.0002407906,0.00001616245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000157321,0.0005978139,0.1643112,0.00007958296,0.0001577438,0.0001295543,0.005324119,0.0005532923,0.00003652975,0.5526034,0.273773,0.002276537],"study_design_scores_gemma":[0.0004560392,0.00004876079,0.05502013,0.00001293951,0.00002495432,0.000006927734,0.1618892,0.00007608352,0.000001986287,0.01007667,0.7720917,0.0002946322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7649928,0.01151317,0.000003244027,0.01066001,0.001355867,0.0003782393,0.00004562262,0.0002331948,0.2108178],"genre_scores_gemma":[0.9976218,0.0002364839,0.00001855664,0.0008902209,0.0009166758,0.00008222755,0.000009637946,0.00001239439,0.0002119946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5425267,"threshold_uncertainty_score":0.9996953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037314892","doi":"10.1525/gp.2020.12554","title":"Drawing Migrants and Carceral Spaces: Tings Chak’s <i>Undocumented</i>","year":2020,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Antithesis; Sociology; Nationalism; Depiction; Media studies; Gender studies; Political science; Law; Art; Visual arts","authors":[{"name":"Pramod K. Nayar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02093733274627063,"gpt":0.2278391054358609,"spread":0.2069017726895903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000488769,0.0001668335,0.0001955976,0.00002618342,0.0003536712,0.0003682988,0.0001094606,0.0000252692,0.0003542792],"category_scores_gemma":[0.00004695923,0.0001466591,0.00008239161,0.00006625502,0.0003708857,0.0002446482,0.00007857903,0.0001060083,0.00002059939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662257,"about_ca_system_score_gemma":0.00002086894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000797417,"about_ca_topic_score_gemma":0.0006622003,"domain_scores_codex":[0.9991407,0.00003015882,0.0001272274,0.000329344,0.0001412031,0.0002313484],"domain_scores_gemma":[0.9996312,0.00002798056,0.00005515314,0.00008315977,0.00007158487,0.0001308661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007026709,0.00004100388,0.003746485,0.00002331334,0.0001007176,0.00001257235,0.3324759,0.000001266196,0.0001475902,0.6551622,0.00757882,0.000639879],"study_design_scores_gemma":[0.001876668,0.0005150918,0.008347738,0.00008708946,0.00007824042,0.00001533835,0.574782,0.000438818,0.0000594558,0.02367969,0.3893235,0.0007964084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000111,0.004502413,0.00002107486,0.01490562,0.0002226723,0.0001775398,0.000112588,0.0001406813,0.07990631],"genre_scores_gemma":[0.9982641,0.0001368264,0.00004801187,0.0006060274,0.0005215109,0.000004729857,0.000003249339,0.000009386031,0.0004062073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6314825,"threshold_uncertainty_score":0.5980585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313650179","doi":"10.1525/gp.2023.57547","title":"Regionalism, Multilateralism, and Sovereign Debt: Observations from a Latin Americanist","year":2023,"lang":"en","type":"article","venue":"Global Perspectives","topic":"International Development and Aid","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multilateralism; Regionalism (politics); Global governance; Political science; Political economy; Sovereignty; Latin Americans; Economics; Politics; Democracy; Law","authors":[{"name":"Leslie Elliott Armijo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05124510211503863,"gpt":0.3258113367464691,"spread":0.2745662346314304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009845686,0.00008014135,0.00008788856,0.0000328847,0.0004004656,0.0001084217,0.0001307567,0.00004136361,0.0001860309],"category_scores_gemma":[0.0002082828,0.00008040745,0.00003701992,0.000379117,0.0002632604,0.0001994947,0.00005245468,0.00004641307,0.0001140137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753384,"about_ca_system_score_gemma":0.00009068084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138752,"about_ca_topic_score_gemma":0.001761586,"domain_scores_codex":[0.9991536,0.00005457599,0.00009654356,0.0002248521,0.0002826408,0.0001877918],"domain_scores_gemma":[0.9995985,0.0001117146,0.00004540881,0.0000599596,0.0001158576,0.00006856617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000009538804,0.00001599134,0.04774451,6.976332e-7,0.00003048955,0.000007297512,0.02129935,0.000004404445,0.00005787235,0.9244188,0.006160341,0.0002507081],"study_design_scores_gemma":[0.0001625591,0.000007212554,0.8044483,0.00001265013,0.000005655162,3.149983e-7,0.03370844,0.0001199912,0.00000487552,0.1490032,0.01240185,0.0001249163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8860867,0.000111327,0.00003012763,0.01501249,0.0002433467,0.0001160344,0.0001491758,0.0002044064,0.09804637],"genre_scores_gemma":[0.9957902,0.0001763413,0.001165451,0.0003111468,0.0002343028,0.00001151414,0.00004746609,0.00000479869,0.002258792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754156,"threshold_uncertainty_score":0.9951957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171313356","doi":"10.1525/gp.2021.24409","title":"The Pandemic, the Economy, and Environmental Change: Six Implications for the Study of International Political Economy","year":2021,"lang":"en","type":"article","venue":"Global Perspectives","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanity; Recession; Pandemic; Political economy; Politics; Political science; World economy; International political economy; Political economy of climate change; Environmental degradation; Psychological resilience; Coronavirus disease 2019 (COVID-19); Development economics; Economy; Economics; Climate change; Law","authors":[{"name":"Ryan Katz-Rosene","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05841598695564816,"gpt":0.3098569650652021,"spread":0.2514409781095539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003235963,0.0001018973,0.0001559681,0.00002047042,0.0003151477,0.0001051179,0.0003211269,0.00003774817,0.00004365026],"category_scores_gemma":[0.0002648911,0.00006896567,0.00008239889,0.00006416156,0.0002470105,0.000136559,0.0001753769,0.0000863477,0.00000932851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910524,"about_ca_system_score_gemma":0.00003434196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002143208,"about_ca_topic_score_gemma":0.0001777922,"domain_scores_codex":[0.9991565,0.00002277836,0.0002786498,0.0002951595,0.00001948867,0.00022738],"domain_scores_gemma":[0.9987109,0.0007098188,0.0001518703,0.0003478943,0.00002878118,0.00005075729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001268864,0.0001134748,0.3432361,0.000001975548,0.0001624263,1.255309e-7,0.001791321,0.000004924154,0.000002142892,0.6535904,0.0002900362,0.00079441],"study_design_scores_gemma":[0.000804928,0.00007928542,0.7020155,0.000002034595,0.00002713676,0.00001725322,0.04480023,0.0007525869,0.000004166341,0.1325103,0.1188611,0.0001255724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7216671,0.02772802,0.001926345,0.1856755,0.0009390427,0.002960436,0.002868134,0.00005011651,0.05618527],"genre_scores_gemma":[0.9982763,0.0004020701,0.00001573232,0.0008136375,0.0002235842,0.0001754667,0.000007159166,0.000006931774,0.00007914825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5210801,"threshold_uncertainty_score":0.2812338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393925468","doi":"10.1525/gp.2024.94988","title":"Fisheries Governance: The Search for Effective Management and the Illusion of Control","year":2024,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Learning Partnership","funders":"","keywords":"Corporate governance; Fisheries management; Fishery; Business; Illusion; Control (management); Economics; Management; Biology; Fishing; Finance","authors":[{"name":"Gert van Santen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004652000415103779,"gpt":0.2431224422992923,"spread":0.2384704418841885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004223793,0.00007720612,0.0001011708,0.000004925426,0.000166867,0.00007267855,0.0001904311,0.00002137328,0.0005295063],"category_scores_gemma":[0.00005279564,0.00003773515,0.0000655596,0.0001888967,0.001145939,0.0001014826,0.000309157,0.00007863012,0.00001008284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431472,"about_ca_system_score_gemma":0.000005544941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007897551,"about_ca_topic_score_gemma":0.00007196991,"domain_scores_codex":[0.9991809,0.00008707856,0.0000757813,0.0002166611,0.0002710476,0.000168552],"domain_scores_gemma":[0.9994869,0.0003107381,0.00001501635,0.00015015,0.00001357721,0.00002368142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002251777,0.00009857076,0.04498384,0.0002330592,0.0004238689,0.00001474069,0.01221508,0.00008930495,0.00009835682,0.5356807,0.01940788,0.3845028],"study_design_scores_gemma":[0.003163724,0.0004365058,0.711841,0.00003707398,0.0001031376,0.00001581926,0.02395319,0.007593376,0.00008639032,0.02029773,0.2322382,0.0002339279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1314247,0.00314175,0.003217408,0.01999125,0.0002692298,0.003466259,0.0001668377,0.00005300967,0.8382695],"genre_scores_gemma":[0.9976953,0.0004829744,0.00007900857,0.0000574365,0.00003906795,0.0001327017,5.893273e-7,0.000004460205,0.001508439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8662706,"threshold_uncertainty_score":0.5797723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393394865","doi":"10.1525/gp.2024.115331","title":"Surviving the Anthropocene: A Darwinian Guide","year":2024,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Anthropocene; Darwinism; Environmental ethics; History; Epistemology; Geography; Philosophy","authors":[{"name":"Daniel R. Brooks","is_ca":true},{"name":"Salvatore J. Agosta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01176285711200302,"gpt":0.3272624277530283,"spread":0.3154995706410253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005314201,0.000191709,0.0001629834,0.00004375859,0.000355691,0.0003145513,0.0004452136,0.00009564205,0.0009838202],"category_scores_gemma":[0.0007797759,0.0001271377,0.0001770818,0.0008831203,0.0005508242,0.0002134343,0.0001939932,0.0002497564,0.0002993043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070929,"about_ca_system_score_gemma":0.0002910527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043004,"about_ca_topic_score_gemma":0.001487918,"domain_scores_codex":[0.998064,0.0002470651,0.0001904625,0.0005147648,0.000416853,0.000566836],"domain_scores_gemma":[0.9989891,0.0002092843,0.00001539052,0.0004689705,0.0002008216,0.0001164223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003016269,0.00006406428,0.001149612,0.00003385567,0.0001306881,0.0001311565,0.001695148,0.0009181526,0.00002592547,0.9556126,0.006070628,0.03413803],"study_design_scores_gemma":[0.0002971991,0.0001494002,0.02518376,0.0000765154,0.00004431685,0.0001372731,0.06409216,0.003223294,0.0001077164,0.1872033,0.7189953,0.0004896862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09618462,0.01383459,0.0003858025,0.01346825,0.0008900043,0.0001917102,0.00004300568,0.0005731882,0.8744288],"genre_scores_gemma":[0.9971033,0.0001730329,0.0000967978,0.00009428989,0.0003492744,0.00001921122,0.000004155682,0.00001597424,0.00214401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9009187,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313180420","doi":"10.1525/gp.2022.38730","title":"The Contemporary Social Contract and Conditions of Climate Policy Intractability","year":2022,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public policy; Government (linguistics); Political science; Social contract; Public administration; Public economics; Economics; Law; Politics","authors":[{"name":"Stephen Groff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2203660715075346,"gpt":0.4723705037067086,"spread":0.252004432199174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006929277,0.00005054019,0.00009064145,0.00002025398,0.002867762,0.00004628017,0.0001809099,0.00002654758,0.0004599862],"category_scores_gemma":[0.0003016533,0.00004578659,0.00005188038,0.0002358173,0.0009398681,0.0001059736,0.000136228,0.0001067581,0.000002638559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438288,"about_ca_system_score_gemma":0.0001789287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273807,"about_ca_topic_score_gemma":0.002335863,"domain_scores_codex":[0.998872,0.0005489831,0.0001324061,0.0001092787,0.0001876238,0.0001496565],"domain_scores_gemma":[0.999388,0.0002522515,0.0001046679,0.0001186687,0.00009518539,0.00004121986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007942931,0.0001505377,0.0147168,0.000004178328,0.0000188965,3.355044e-7,0.09921134,6.838765e-7,0.00009667816,0.8780208,0.0009780501,0.006722244],"study_design_scores_gemma":[0.0002598468,0.00003854685,0.3979414,0.000001816984,0.000006386596,0.000001635746,0.5275341,0.00001064933,0.000001013147,0.01440967,0.05972044,0.00007447157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6941265,0.001323249,0.000002005834,0.03706257,0.000122263,0.0002642843,0.0007564986,0.00005272225,0.2662899],"genre_scores_gemma":[0.997062,0.002631181,0.000005960336,0.0001106074,0.0001128517,0.00002943463,0.0000165083,0.000002330025,0.00002915937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8636112,"threshold_uncertainty_score":0.9984304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388328168","doi":"10.1525/gp.2023.89122","title":"Heritage and Cultural Affiliation: Archaeological Materials in the Performance of Identity and Belonging in Igbo Ukwu, Southeastern Nigeria","year":2023,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Igbo; Materiality (auditing); Representation (politics); Identity (music); Situated; Archaeology; Anthropology; Narrative; Sociology; History; Aesthetics; Ideology; Linguistics; Art; Literature; Politics; Philosophy; Law; Political science; Computer science","authors":[{"name":"Elizabeth Adeyemo","is_ca":false},{"name":"Ugochukwu Okoye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06208369621538506,"gpt":0.2773271473241241,"spread":0.215243451108739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703132,0.00007527306,0.000112341,0.00003519868,0.00009505954,0.0001248224,0.00008740834,0.00002015529,0.0001061419],"category_scores_gemma":[0.00002792006,0.00004884715,0.00001414843,0.00009958907,0.0002078841,0.0005155634,0.00009917208,0.0000423377,0.000005024265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001439034,"about_ca_system_score_gemma":0.000002097893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005925479,"about_ca_topic_score_gemma":0.006400782,"domain_scores_codex":[0.9994298,0.0000703108,0.0001352607,0.0001353486,0.0001085804,0.0001206684],"domain_scores_gemma":[0.9998406,0.00002572233,0.00003872143,0.00005659513,0.00002830355,0.00001010931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009611202,0.00003670045,0.3675484,0.0001293113,0.00001591972,0.00001016562,0.4001212,0.00001531334,0.0004022498,0.2311074,0.00007001599,0.0004471764],"study_design_scores_gemma":[0.0002087826,0.00004355547,0.7592794,0.00003100479,0.000003236329,0.000001225576,0.2376753,0.0001447844,0.000009929031,0.002373867,0.000161058,0.00006789624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959768,0.0002718866,3.612195e-7,0.0007372572,0.00007267487,0.0001622419,0.00002369522,0.00002249831,0.002732574],"genre_scores_gemma":[0.9995227,0.0001501347,0.00001009075,0.00002037836,0.00008030476,0.00001137857,0.00001195775,0.000001885817,0.0001911494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391731,"threshold_uncertainty_score":0.3571787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285214604","doi":"10.1525/gp.2022.36383","title":"Shifting Sands: The Institutional Embeddedness of the Sydney Nonprofit Sector and its Relation to the State, Market, and Civil Society","year":2022,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Embeddedness; Civil society; Nonprofit sector; Context (archaeology); State (computer science); Government (linguistics); Political science; Political economy; Public administration; Business; Politics; Sociology; Law; Social science","authors":[{"name":"Hokyu Hwang","is_ca":true},{"name":"Danielle Logue","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01533390335179786,"gpt":0.2736304175966746,"spread":0.2582965142448768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009621197,0.00008893832,0.00009129479,0.00001079584,0.002369643,0.00006897097,0.0002613472,0.00002854236,0.0001340021],"category_scores_gemma":[0.0003030337,0.00005239833,0.00006445435,0.0004796846,0.0003335405,0.0001464207,0.0003007297,0.000182842,7.526496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854695,"about_ca_system_score_gemma":0.0001807821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095213,"about_ca_topic_score_gemma":0.002326193,"domain_scores_codex":[0.9987754,0.0002730617,0.0001180747,0.0002153442,0.0004201634,0.0001979075],"domain_scores_gemma":[0.9995234,0.0001531277,0.0000746482,0.000116882,0.00008368995,0.00004822933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001573496,0.00008906289,0.1743684,0.00005317527,0.0001938776,0.000001939843,0.6434994,0.001329891,0.0007909084,0.1723897,0.005803694,0.001322627],"study_design_scores_gemma":[0.0002626217,0.00004158796,0.7646481,0.00002718174,0.00002598741,0.00000817397,0.2216898,0.0008520362,0.00002680533,0.002544425,0.009722195,0.0001510555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97967,0.001627845,0.0000671232,0.003462559,0.0003984164,0.0004147954,0.0001084481,0.00002484098,0.0142259],"genre_scores_gemma":[0.9992092,0.00005859342,0.00003127568,0.000162174,0.0001501895,0.00003249675,6.534566e-7,0.000004382226,0.000351033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5902797,"threshold_uncertainty_score":0.9989291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406660250","doi":"10.1525/gp.2025.127997","title":"The Inequitable Access to Vaccines and Medicines in Africa: A Critical Review of the African Pharmaceutical Technology Foundation (APTF)","year":2025,"lang":"en","type":"review","venue":"Global Perspectives","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Foundation (evidence); Access to medicines; Medicine; Political science; Engineering ethics; Engineering; Law; Intellectual property","authors":[{"name":"Morris K. Odeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1203186440957075,"gpt":0.4276121601491069,"spread":0.3072935160533994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008586715,0.0003112987,0.001545547,0.0002744638,0.0001478649,0.0001029573,0.001024469,0.0001792166,0.00009206389],"category_scores_gemma":[0.004807994,0.000209283,0.0002390864,0.001928399,0.0003711635,0.0001390582,0.0008070843,0.0003872952,0.000031737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302091,"about_ca_system_score_gemma":0.0002105865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006485412,"about_ca_topic_score_gemma":0.00005409682,"domain_scores_codex":[0.997724,0.00008927835,0.001086975,0.0005771799,0.00005260427,0.0004699847],"domain_scores_gemma":[0.9982977,0.0006983887,0.0003254281,0.0004758582,0.00009032738,0.0001123245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001172994,0.00008187533,0.0002655618,0.01769292,0.0001201819,0.00000138339,0.00009258866,4.070986e-7,3.987456e-8,0.7886744,0.005289962,0.187769],"study_design_scores_gemma":[0.0001578162,0.00002500647,0.0001457646,0.01039735,0.0001251366,0.000009683396,0.000123427,0.00002024961,2.354547e-7,0.03679579,0.9519999,0.0001996635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007623129,0.9322715,0.00002608767,0.03985925,0.000432237,0.000957329,0.0002427457,0.00001634941,0.02618686],"genre_scores_gemma":[0.00114546,0.9975663,0.00003397161,0.0008287339,0.0001179176,0.0002090826,0.000002631027,0.00001331829,0.00008261828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9467099,"threshold_uncertainty_score":0.8534313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385485850","doi":"10.1525/gp.2023.77460","title":"Democracy Is Incomplete: Response to Crawford, Hechter, Zielonka, and Zipperstein","year":2023,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Democracy; Argument (complex analysis); Normative; Epistemology; Political science; Law and economics; Sociology; Positive economics; Law; Philosophy; Politics; Economics; Medicine","authors":[{"name":"Craig Calhoun","is_ca":false},{"name":"Dilip Parameshwar Gaonkar","is_ca":false},{"name":"Charles Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04866769322268504,"gpt":0.3813954164077762,"spread":0.3327277231850912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009787389,0.0001373813,0.0001738837,0.00009025526,0.0008809604,0.0001234004,0.0002515669,0.0001442672,0.0001271998],"category_scores_gemma":[0.002662338,0.0001382122,0.00007470003,0.0009013953,0.0006608007,0.00020858,0.0001749681,0.0001709404,0.0006055798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317235,"about_ca_system_score_gemma":0.0001814802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490713,"about_ca_topic_score_gemma":0.0004087496,"domain_scores_codex":[0.998086,0.0003543243,0.0001434891,0.0003972626,0.0004231466,0.0005957535],"domain_scores_gemma":[0.9987224,0.0005059083,0.00002604968,0.000195455,0.0001224345,0.0004278031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004379019,0.00005930102,0.002222522,0.00001116411,0.00004092557,0.00004081144,0.08935411,0.000003061555,0.000206318,0.8876055,0.01834043,0.001677952],"study_design_scores_gemma":[0.0003821674,0.0001843209,0.06610486,0.00003402617,0.00001804648,0.00000412172,0.08976784,0.00002590446,0.00002669322,0.7547877,0.08831043,0.0003539213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6597169,0.0002678476,0.00007196546,0.2505322,0.0005271508,0.0002598452,0.0001612285,0.0003631483,0.08809974],"genre_scores_gemma":[0.9950312,0.00008951019,0.0002743172,0.002390226,0.0003217669,0.000008471958,0.00000123453,0.000008069926,0.001875144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353143,"threshold_uncertainty_score":0.7783704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}