{"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":"97857f5a5cf6","filters":{"venue":"Oxford Development Studies"}},"results":[{"id":"W2343699728","doi":"10.1080/13600818.2016.1160043","title":"Diasporas and conflict: distance, contiguity and spheres of engagement","year":2016,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Leverhulme Trust; International Development Research Centre","keywords":"Diaspora; Political economy; Ambivalence; Politics; Political science; Spillover effect; Variety (cybernetics); Sociology; Social capital; Capital (architecture); Class conflict; Gender studies; Social psychology; Law; Economics; Geography","authors":[{"name":"Nicholas Van Hear","is_ca":false},{"name":"Robin Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08865421596745099,"gpt":0.3564725916083442,"spread":0.2678183756408932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426056,0.0001896713,0.0003539874,0.002039741,0.002914514,0.005679669,0.0004942288,0.0004050613,0.005481234],"category_scores_gemma":[0.005964536,0.0001484694,0.0001869069,0.00327283,0.009233179,0.003930918,0.008118075,0.0006960121,0.0002788433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103955,"about_ca_system_score_gemma":0.0009898315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325964,"about_ca_topic_score_gemma":0.004862784,"domain_scores_codex":[0.998027,0.001221617,0.00009738408,0.0001591654,0.0001732125,0.0003215047],"domain_scores_gemma":[0.9964448,0.00178961,0.0005446172,0.0002795875,0.0001742799,0.0007671539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002924037,0.0002076142,0.4161807,0.000255332,0.00009005574,0.0007620452,0.3047209,0.0006021436,0.0009598316,0.2107851,0.0008631374,0.0642807],"study_design_scores_gemma":[0.00002096092,0.0001300969,0.362588,0.0002716013,0.00003221024,0.0005923972,0.5666304,0.0006161965,0.0002272712,0.05205771,0.01680253,0.00003054594],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585378,0.001217609,0.001218222,0.0008392871,0.00001514612,0.00001812146,0.0000616552,0.000005206096,0.03808691],"genre_scores_gemma":[0.999218,0.0002672513,0.0001227756,0.00001929829,0.000005281921,0.000008193807,0.00001510035,0.000001713644,0.0003424498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005679669,"threshold_uncertainty_score":0.01833659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164831935","doi":"10.1080/13600810120059770","title":"When do Agricultural Exports Help the Rural Poor? A Political-economy Approach","year":2001,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":23,"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":"Poverty; Rural poverty; Agriculture; Economics; Politics; Skepticism; Food security; Development economics; Agricultural productivity; Agricultural land; Food prices; Economic growth; Political science; Geography","authors":[{"name":"Albert Berry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0762349675514808,"gpt":0.228555745579398,"spread":0.1523207780279172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003875682,0.0003053571,0.000512081,0.00191797,0.0024696,0.005555667,0.0006455,0.00424201,0.009434381],"category_scores_gemma":[0.008234154,0.0001806772,0.0001974855,0.001491137,0.007583278,0.007085515,0.002160732,0.003674275,0.0008097678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002863589,"about_ca_system_score_gemma":0.002466049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569183,"about_ca_topic_score_gemma":0.00432075,"domain_scores_codex":[0.9983848,0.0008476126,0.00002459507,0.00009092025,0.0001222148,0.0005297751],"domain_scores_gemma":[0.9959786,0.002395334,0.0004301094,0.00007170001,0.0003177377,0.0008064259],"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":[0.0001874386,0.0004626603,0.01890417,0.000470495,0.00005131716,0.0008041739,0.01173546,0.0017916,0.0002362896,0.7911639,0.08585235,0.08834005],"study_design_scores_gemma":[0.0001508969,0.0001435395,0.01586462,0.0009217378,0.00003155719,0.0002535818,0.03466714,0.001399926,0.0001746345,0.762945,0.1834169,0.00003049913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0307505,0.007785544,0.001458879,0.8879263,0.0003453748,0.00002811789,0.0001440834,0.00001121504,0.07154996],"genre_scores_gemma":[0.8923806,0.02137766,0.0009131184,0.06027815,0.00327238,0.0001097291,0.0000665583,0.0000223216,0.0215795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009434381,"threshold_uncertainty_score":0.03156114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045080731","doi":"10.1080/13600810802037845","title":"Groundnut Sector Liberalization in Senegal: A Multi-household CGE Analysis","year":2008,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computable general equilibrium; Economics; Liberalization; International economics; Agricultural economics; Development economics; Macroeconomics; Market economy","authors":[{"name":"Dorothée Boccanfuso","is_ca":true},{"name":"Luc Savard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1595891755259083,"gpt":0.3492024029447687,"spread":0.1896132274188604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306296,0.0008115182,0.001514533,0.0008913272,0.0008537227,0.001526998,0.00168216,0.001909818,0.005287824],"category_scores_gemma":[0.003576358,0.0005293891,0.001634308,0.001747939,0.001174506,0.001106259,0.001293019,0.001482082,0.0002088956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900121,"about_ca_system_score_gemma":0.002311381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3773457,"about_ca_topic_score_gemma":0.2354563,"domain_scores_codex":[0.9994298,0.0003148786,0.00001297845,0.00006883268,0.00002873782,0.000144829],"domain_scores_gemma":[0.997833,0.001401911,0.0001660243,0.000147281,0.000297062,0.0001547218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001573076,0.0001019626,0.01381825,0.00003850484,0.0001958946,0.0002633158,0.00006155897,0.9789732,0.0001604834,0.004240761,0.0007111257,0.001277621],"study_design_scores_gemma":[0.0001970307,0.00009403427,0.008537612,0.00002065346,0.0001224725,0.00002797308,0.0004568824,0.9868957,0.0002233783,0.002366909,0.001022529,0.00003472254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878406,0.0003984863,0.003883846,0.001080839,0.00002653012,0.00005411762,0.002056302,0.00008276053,0.004576457],"genre_scores_gemma":[0.9954008,0.0002048232,0.001863356,0.0001402172,0.000007869226,0.00005200237,0.0009302807,0.0000198343,0.001380803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773457,"threshold_uncertainty_score":0.7502986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321370876","doi":"10.1080/13600818.2023.2176862","title":"Cities, energy and the uncertain future of urban civilization","year":2023,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Civilization; Energy (signal processing); Economics; Political science; Economic system; Natural resource economics; Development economics; Economic growth; Economic geography; Law","authors":[{"name":"William E. Rees","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478429688759462,"gpt":0.2794759174953235,"spread":0.2546916206077289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466126,0.0002443907,0.0002439131,0.00099545,0.00124302,0.006406367,0.0003091319,0.001164965,0.2283409],"category_scores_gemma":[0.002023218,0.0001794616,0.0002272911,0.001458315,0.001041497,0.004965095,0.001192355,0.001220762,0.02092152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578822,"about_ca_system_score_gemma":0.001013717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581404,"about_ca_topic_score_gemma":0.05743358,"domain_scores_codex":[0.9997923,0.00003867551,0.000006550468,0.00001945018,0.00009999207,0.00004303925],"domain_scores_gemma":[0.9990273,0.0003885606,0.0000676365,0.00005790605,0.0001933706,0.0002652727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000508661,0.00002144859,0.00217184,0.0002290358,0.000005313781,0.00008861295,0.000540751,0.0002821945,0.0004479503,0.07867514,0.8464319,0.07105505],"study_design_scores_gemma":[0.000005887028,0.000009242026,0.004168251,0.0001730042,0.000004087256,0.00003793877,0.001752591,0.0001375545,0.0002398794,0.01686792,0.976589,0.00001472314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01277469,0.02275024,0.001087732,0.1664667,0.008166969,0.0000219036,0.003539496,0.0004424971,0.7847499],"genre_scores_gemma":[0.2254376,0.04048285,0.002645078,0.01006197,0.004409475,0.00006383122,0.002276766,0.0005459671,0.7140766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2283409,"threshold_uncertainty_score":0.7638764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213010919","doi":"10.1080/13600818.2022.2039607","title":"Investigating project sustainability: technology as a development object in a community-based project in Naryn, Kyrgyzstan","year":2022,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Wageningen University and Research","keywords":"Sustainability; Scrutiny; Viewpoints; Project charter; Project management triangle; Project management; Environmental resource management; Business; Computer science; Economics; Political science; Management","authors":[{"name":"Katarzyna Cieslik","is_ca":false},{"name":"Art Dewulf","is_ca":false},{"name":"J. Marc Foggin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06510257734763299,"gpt":0.3360458653403973,"spread":0.2709432879927643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003424834,0.0003068416,0.0002772591,0.0009495139,0.007756123,0.003267421,0.0008149911,0.0009505362,0.00224078],"category_scores_gemma":[0.003379081,0.0002154604,0.0001649237,0.001433299,0.005883556,0.002232975,0.005011399,0.0009520857,0.0001606012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007873756,"about_ca_system_score_gemma":0.006119601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0528541,"about_ca_topic_score_gemma":0.08690788,"domain_scores_codex":[0.9971144,0.001933256,0.00004241499,0.0001758739,0.0001338142,0.0006001297],"domain_scores_gemma":[0.997438,0.001253091,0.0004720051,0.00009791778,0.0002285894,0.0005104201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004220807,0.001691496,0.1946408,0.0003086227,0.00004363713,0.008516114,0.6916145,0.003324988,0.004011918,0.04905383,0.001505065,0.04486709],"study_design_scores_gemma":[0.00004180856,0.0003709949,0.09427159,0.0001148888,0.00002145051,0.0003392572,0.8825992,0.00238343,0.0007926406,0.00527982,0.01376445,0.00002043249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956831,0.00004091741,0.0004005773,0.0002630962,0.000001785668,0.00003731604,0.00001359997,0.00000184394,0.003557835],"genre_scores_gemma":[0.998538,0.00005838662,0.0003526978,0.00002556714,8.616121e-7,0.000047682,0.00001177988,0.000001791572,0.0009632907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0528541,"threshold_uncertainty_score":0.1050929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205916904","doi":"10.1080/13600818.2021.2020741","title":"Pareto efficiency in intrahousehold allocations: evidence from rice farming households in India","year":2021,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Inefficiency; Economics; Pareto principle; Agriculture; Yield (engineering); Rice farming; Spouse; Distribution (mathematics); Agricultural economics; Mathematics; Biology; Microeconomics; Ecology","authors":[{"name":"Monica Shandal","is_ca":true},{"name":"Sandeep Mohapatra","is_ca":true},{"name":"Prakashan Chellattan Veettil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1026626639555463,"gpt":0.3498024110928614,"spread":0.2471397471373151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957063,0.0002001539,0.0003768422,0.0009503998,0.001030535,0.001415649,0.0009035674,0.0003731001,0.003171977],"category_scores_gemma":[0.007990768,0.0002869887,0.0003972744,0.003115971,0.002394031,0.0007656669,0.00193517,0.0006464614,0.0004121857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125249,"about_ca_system_score_gemma":0.0007526937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06570536,"about_ca_topic_score_gemma":0.07183386,"domain_scores_codex":[0.998351,0.0007191242,0.00007855883,0.0002570255,0.0002168523,0.0003774537],"domain_scores_gemma":[0.9876837,0.005546853,0.003403333,0.002093876,0.0008560933,0.0004161211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003863377,0.0001424272,0.9651752,0.00007143491,0.0002380512,0.0002345571,0.006057133,0.004792613,0.0003405497,0.00589158,0.0009385936,0.01573146],"study_design_scores_gemma":[0.00002070907,0.00007294447,0.9813002,0.00004225875,0.00006898405,0.000106175,0.009615838,0.00317982,0.0003307093,0.003603311,0.00163277,0.00002621289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960783,0.00009107227,0.0004705111,0.0001575555,0.000001159464,0.000005172469,0.0002660691,0.000004739314,0.002925469],"genre_scores_gemma":[0.999428,0.00006806048,0.00008666178,0.00002342272,0.000001628355,0.000003281085,0.0001660982,0.000002526375,0.0002201296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06570536,"threshold_uncertainty_score":0.1306458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317702560","doi":"10.1080/13600818.2023.2168259","title":"Using solicited audio-recorded diaries to explore the financial lives of low-income women in Kenya during COVID-19: perspectives, challenges, and lessons","year":2023,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Phone; Financial literacy; Coronavirus disease 2019 (COVID-19); Low income; Qualitative research; Literacy; Pandemic; Business; Psychology; Economic growth; Sociology; Finance; Economics; Socioeconomics; Medicine; Social science","authors":[{"name":"Lila Rabinovich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6554604722500154,"gpt":0.5871308458388086,"spread":0.06832962641120677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01898471,0.0006577032,0.0005166481,0.001162428,0.006294356,0.003193041,0.001342019,0.00112103,0.004069193],"category_scores_gemma":[0.02341836,0.0005197651,0.0002833093,0.001496752,0.003909832,0.003570731,0.003894171,0.001638228,0.0004834291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229891,"about_ca_system_score_gemma":0.003553097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007103653,"about_ca_topic_score_gemma":0.03005162,"domain_scores_codex":[0.9855844,0.01237189,0.0003957918,0.0003537447,0.0005119028,0.0007821573],"domain_scores_gemma":[0.9800285,0.01509966,0.00164646,0.0006800293,0.001655979,0.0008894191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002202419,0.0002747793,0.02266528,0.001492708,0.00002453144,0.001189935,0.9146399,0.00008128801,0.003476153,0.001381211,0.003065289,0.05148868],"study_design_scores_gemma":[0.00003774468,0.0004450089,0.01393313,0.001715509,0.00002178565,0.0002506003,0.9606801,0.0001470912,0.001150475,0.00105704,0.02050368,0.00005778773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705656,0.002040437,0.005345512,0.007330402,0.0002021062,0.001980058,0.0008079329,0.00003600618,0.01169202],"genre_scores_gemma":[0.9777835,0.002331334,0.0112661,0.001821582,0.00008562769,0.00394585,0.0002022746,0.00002588946,0.002537753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898471,"threshold_uncertainty_score":0.100402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403198204","doi":"10.1080/13600818.2024.2410029","title":"A microsimulation study of COVID-19‘s impact on household welfare in Ethiopia","year":2024,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"International Development Research Centre","keywords":"Microsimulation; Welfare; Coronavirus disease 2019 (COVID-19); Economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Human welfare; Development economics; Public economics; Economic growth; Biology; Medicine; Virology","authors":[{"name":"Tsegay Tekleselassie","is_ca":false},{"name":"Abdelkrim Araar","is_ca":true},{"name":"Mehari Hiluf Abay","is_ca":false},{"name":"Kibrom A. Abay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1315860497721475,"gpt":0.3553412005156006,"spread":0.2237551507434531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001496045,0.0003871914,0.0005893197,0.000394913,0.0002860078,0.0007022614,0.000445858,0.0006060532,0.002511355],"category_scores_gemma":[0.00414469,0.0002184278,0.0007592139,0.000311445,0.0004782259,0.0005153561,0.00107887,0.0009060812,0.0000954061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003315,"about_ca_system_score_gemma":0.001040888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02423089,"about_ca_topic_score_gemma":0.01275267,"domain_scores_codex":[0.9996625,0.0001746356,0.000009014395,0.00003411868,0.00001465542,0.0001049585],"domain_scores_gemma":[0.9981299,0.001383402,0.0001783393,0.0000539671,0.0001313554,0.0001230219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002030101,0.0001885457,0.02330794,0.00008951672,0.0001761473,0.0003599132,0.000202439,0.944112,0.0006302797,0.02538375,0.001378387,0.00396811],"study_design_scores_gemma":[0.00005311414,0.0002322002,0.01270567,0.00003787276,0.00007671754,0.00003207048,0.001033831,0.9771963,0.0002970616,0.007330946,0.0009782942,0.00002584472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828698,0.0003749729,0.01166937,0.001032548,0.00004965716,0.00004163776,0.0004294749,0.00001814295,0.00351442],"genre_scores_gemma":[0.9970694,0.0001852241,0.001321185,0.00009208447,0.00001319645,0.0000438555,0.0001384022,0.000006828908,0.00112992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02423089,"threshold_uncertainty_score":0.04817969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415949647","doi":"10.1080/13600818.2025.2584014","title":"Women and land ownership in peri-urban Dar es Salaam – land policy reforms and cultural facades","year":2025,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"African Studies and Geopolitics","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":"Dar es salaam; Land tenure; Land registration; Tanzania; Land law; Land rights","authors":[{"name":"Said Nuhu","is_ca":false},{"name":"N. Macha","is_ca":false},{"name":"Wilbard Kombe","is_ca":false},{"name":"Chakupewa Joseph Mpambije","is_ca":false},{"name":"Francis Dakyaga","is_ca":true},{"name":"Rose Shayo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03549981140808049,"gpt":0.3344024130087493,"spread":0.2989026016006688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283331,0.0001324613,0.0001371395,0.000599503,0.003156407,0.001920189,0.0003439883,0.0004681092,0.00308401],"category_scores_gemma":[0.001685695,0.000121053,0.0000856364,0.00104307,0.004683332,0.001250453,0.001938392,0.0006438139,0.0001438549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827752,"about_ca_system_score_gemma":0.002224986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02537464,"about_ca_topic_score_gemma":0.07119069,"domain_scores_codex":[0.9990417,0.0004982903,0.0000172452,0.00003593148,0.00006855987,0.0003381506],"domain_scores_gemma":[0.9991999,0.0003055659,0.0002783956,0.00001933999,0.00005589554,0.0001409768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001310454,0.0002160946,0.2973343,0.0002541874,0.00003892351,0.002485322,0.6006853,0.0002390242,0.001537585,0.05419075,0.003180391,0.03970713],"study_design_scores_gemma":[0.00001306117,0.0001175559,0.2550037,0.0004034862,0.00002065299,0.0003812829,0.7002035,0.0001892593,0.0003189752,0.003775756,0.03955518,0.00001772662],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880298,0.001267768,0.00005263293,0.003973706,0.00001671104,0.000006258877,0.00001420056,9.775604e-7,0.006638003],"genre_scores_gemma":[0.9987304,0.000336037,0.00002538819,0.0001984784,0.000006039598,0.000004020597,0.000004168271,5.830571e-7,0.0006949865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02537464,"threshold_uncertainty_score":0.0504539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411300727","doi":"10.1080/13600818.2025.2517579","title":"Fishing rights to water estates and food security in coastal Bangladesh","year":2025,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fishing; Food security; Water security; Natural resource economics; Business; Fishery; Water resource management; Agricultural economics; Economics; Geography; Environmental science; Water resources; Agriculture; Ecology","authors":[{"name":"Samiul Haque","is_ca":false},{"name":"Naveen Abedin","is_ca":false},{"name":"M. Ismail Hossain","is_ca":false},{"name":"Rusdi Akbar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01688950940209577,"gpt":0.2777099959475407,"spread":0.2608204865454449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005808751,0.0001488192,0.0001850104,0.0004021906,0.0006356809,0.0007491362,0.0002756513,0.0002688353,0.00438117],"category_scores_gemma":[0.002106917,0.0001163879,0.0002053013,0.001055155,0.0008242928,0.0005487247,0.00110103,0.000462544,0.0003691191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116576,"about_ca_system_score_gemma":0.0005473522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05462398,"about_ca_topic_score_gemma":0.1142021,"domain_scores_codex":[0.9996322,0.0001398217,0.00002424128,0.00004269618,0.00003986528,0.0001210734],"domain_scores_gemma":[0.9981401,0.0004215471,0.00093765,0.00007569595,0.0001066167,0.0003184285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006134863,0.00007577684,0.9915547,0.00001936177,0.00002562274,0.0001748982,0.002097802,0.0002948022,0.0001650629,0.0004602622,0.0002336287,0.004836626],"study_design_scores_gemma":[0.000003339479,0.00009103127,0.9928045,0.00002493541,0.000009527036,0.00004310964,0.005998,0.0002309885,0.00005777246,0.0001969357,0.0005339208,0.000005915188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988208,0.00005682431,0.00001773922,0.0001204429,8.648401e-7,0.000002553671,0.0001217467,4.413065e-7,0.0008586305],"genre_scores_gemma":[0.9993062,0.0001106749,0.00002183238,0.00001630558,9.720834e-7,0.000005339591,0.00008099575,3.770249e-7,0.0004573575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05462398,"threshold_uncertainty_score":0.1086121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405765688","doi":"10.1080/13600818.2024.2438867","title":"An indigenous community-led project in Nunavik: a story of self-determination and resistance amidst the ongoing presence of coloniality","year":2024,"lang":"en","type":"article","venue":"Oxford Development Studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Makivik Corporation; Kahnawake Schools Diabetes Prevention Project; Nunavik Regional Board of Health and Social Services; Université de Montréal","funders":"","keywords":"Indigenous; Resistance (ecology); Political science; Economic growth; Sociology; Development economics; Gender studies; Economics; Ecology; Biology","authors":[{"name":"Sarah Fraser","is_ca":true},{"name":"Jennifer Hunter","is_ca":true},{"name":"Raymond Mickpegak","is_ca":true},{"name":"Katsitsiio Splicer","is_ca":true},{"name":"Nancy Beauregard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0330298574982406,"gpt":0.370091165199071,"spread":0.3370613077008304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003381215,0.0008335432,0.0004803034,0.0008815612,0.03566314,0.006047568,0.002709914,0.001971089,0.002071087],"category_scores_gemma":[0.004702035,0.0005512415,0.00032525,0.0008371031,0.02392722,0.003050586,0.007193805,0.004370454,0.0002343033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01836458,"about_ca_system_score_gemma":0.01228525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4704632,"about_ca_topic_score_gemma":0.7072651,"domain_scores_codex":[0.9951302,0.003153361,0.00006555852,0.0002720333,0.0003064918,0.001072302],"domain_scores_gemma":[0.9968144,0.001459192,0.0001778729,0.00016239,0.0003005807,0.001085484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002251976,0.00001961217,0.001500722,0.00002556466,0.000003529422,0.001332234,0.9927396,0.00004999549,0.0004164408,0.002163868,0.0003817866,0.0013441],"study_design_scores_gemma":[0.000001641164,0.00002198791,0.001409065,0.00005386081,0.000004857417,0.0003015266,0.9866375,0.00007381338,0.0002295565,0.0002793595,0.01097293,0.00001395966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778959,0.0007858875,0.0008074644,0.003450919,0.00009359398,0.00007760005,0.00004397484,0.00002176429,0.01682281],"genre_scores_gemma":[0.9933616,0.0003477019,0.0003953669,0.0002425611,0.000008333358,0.00002668127,0.00001527139,0.000021284,0.005581113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5295367,"threshold_uncertainty_score":0.9354497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}