{"meta":{"query_hash":"72f282a3768c","filters":{"venue":"Insight on Africa"},"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/72f282a3768c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Insight+on+Africa"},"results":[{"id":"W2260900826","doi":"10.1177/0975087815580726","title":"Bringing in the Future in Kenya: Beyond the 2010 Constitution","year":2015,"lang":"en","type":"article","venue":"Insight on Africa","topic":"International Development and Aid","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":"International Development Research Centre","funders":"","keywords":"Constitution; Politics; Legislature; Devolution (biology); Corporate governance; Language change; Good governance; Political science; Public administration; Economic growth; Development economics; Political economy; Law; Sociology; Economics; Management","score_opus":0.04558292922713853,"score_gpt":0.28762995365086647,"score_spread":0.24204702442372794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260900826","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":[0.12937987,0.019094102,0.0013360166,0.15776561,0.0016952612,0.00015548819,0.0002825464,0.00004070773,0.6902506],"genre_scores_gemma":[0.84193486,0.015226434,0.0037650221,0.031003939,0.00038361456,0.00020121523,0.00028850706,0.00004653282,0.107149884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849474,0.00046119554,0.00005343766,0.00009740389,0.00020058655,0.00069263595],"domain_scores_gemma":[0.9992331,0.00017362318,0.00011160055,0.0000410881,0.0001600598,0.00028043002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024065285,0.00024531662,0.00016596913,0.0006255544,0.008819875,0.005090715,0.0004480994,0.0029194953,0.0061325994],"category_scores_gemma":[0.0020885544,0.00020247181,0.00017048969,0.0007162341,0.0037431223,0.004988337,0.0025303313,0.0033308323,0.0005123099],"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":[0.00003537163,0.00007325686,0.0033647718,0.00028061448,0.0000072218536,0.0012555057,0.018280093,0.00024127419,0.0014826211,0.88171375,0.060430255,0.03283522],"study_design_scores_gemma":[0.000015957066,0.00004554215,0.008745294,0.0006569133,0.000014755283,0.0003408353,0.012668104,0.00013173158,0.00067747454,0.033823445,0.9428342,0.0000457081],"about_ca_topic_score_codex":0.045126367,"about_ca_topic_score_gemma":0.12071693,"teacher_disagreement_score":0.045126367,"about_ca_system_score_codex":0.0063388795,"about_ca_system_score_gemma":0.01925322,"threshold_uncertainty_score":0.0897274},"labels":[],"label_agreement":null},{"id":"W2570289392","doi":"10.1177/0975087816674577","title":"Promoting Security in Africa through Regional Economic Communities (RECs) and the African Union’s African Peace and Security Architecture (APSA)","year":2017,"lang":"en","type":"article","venue":"Insight on Africa","topic":"International Development and Aid","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Politics; Political science; Economic growth; Enterprise information security architecture; Promotion (chess); Economic security; Human security; Security studies; Security community; Development economics; Public administration; International trade; Economics; Law; Computer security","score_opus":0.04138852261555355,"score_gpt":0.28222811473342124,"score_spread":0.2408395921178677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570289392","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":[0.4628229,0.025859196,0.0061503523,0.08549138,0.0007148157,0.00025302003,0.00007270824,0.000072754214,0.4185628],"genre_scores_gemma":[0.97898304,0.0059978124,0.004357355,0.0016595066,0.00009104045,0.000044468652,0.000014174159,0.0000070602405,0.00884555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977539,0.0014012953,0.00003203757,0.000049271664,0.00016211552,0.0006013565],"domain_scores_gemma":[0.9984711,0.00045302033,0.00039779674,0.000056981888,0.00015915095,0.000461982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045381193,0.00020671221,0.00011336726,0.00077273924,0.0026244475,0.0029578353,0.00039732162,0.0009717631,0.0032787714],"category_scores_gemma":[0.0028668777,0.000100731384,0.0001501124,0.0006547487,0.003447393,0.0016296175,0.004857203,0.0010598777,0.00021805527],"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":[0.00007759085,0.00021868636,0.012946128,0.0006180996,0.000026957701,0.0010189728,0.02400893,0.0012913636,0.0019113432,0.7090357,0.016600907,0.23224534],"study_design_scores_gemma":[0.000058492475,0.00031190793,0.024724474,0.0013753704,0.00002787268,0.0009591012,0.056267407,0.0007724398,0.001423744,0.07416846,0.83986133,0.000049393893],"about_ca_topic_score_codex":0.0044616186,"about_ca_topic_score_gemma":0.010233764,"teacher_disagreement_score":0.0045381193,"about_ca_system_score_codex":0.0015963035,"about_ca_system_score_gemma":0.009493848,"threshold_uncertainty_score":0.024000168},"labels":[],"label_agreement":null},{"id":"W2745031681","doi":"10.1177/0975087817715534","title":"The Politics of Ethnocentrism: A Viability Test of Ghana’s Democracy?","year":2017,"lang":"en","type":"article","venue":"Insight on Africa","topic":"Media Influence and Politics","field":"Social Sciences","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":"University of Windsor","funders":"","keywords":"Politics; Ethnocentrism; Democracy; Voting; Political science; Ethnic group; Political economy; Independence (probability theory); Voting behavior; Law; Sociology; Public administration; Development economics; Economics","score_opus":0.056755763804709175,"score_gpt":0.33760563843214764,"score_spread":0.2808498746274385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745031681","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":[0.774055,0.0035534387,0.004920962,0.027284311,0.00029024525,0.00022312166,0.00024378503,0.000016262777,0.18941286],"genre_scores_gemma":[0.9981823,0.00024393259,0.00030522267,0.00038245623,0.00008690131,0.000050472165,0.00002293442,0.0000041317467,0.00072172354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98949933,0.006896877,0.00024768958,0.0009629243,0.0014015064,0.000991673],"domain_scores_gemma":[0.91351366,0.066993244,0.013663249,0.002332784,0.0019064484,0.0015905217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014360574,0.0004197313,0.00058376876,0.0017196628,0.0022926747,0.0036239699,0.0008105668,0.0014217604,0.012204303],"category_scores_gemma":[0.041030396,0.00016133551,0.000448484,0.0017369979,0.01577349,0.0063251806,0.004284787,0.0019245573,0.0004577182],"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":[0.0016394043,0.00045543935,0.2855027,0.00057032163,0.00025286738,0.0012606357,0.033298653,0.0006299306,0.0011323222,0.57208645,0.003281153,0.09989014],"study_design_scores_gemma":[0.0006546089,0.0033034564,0.450492,0.001457982,0.0004124989,0.0012921959,0.16569214,0.00670572,0.0030932268,0.29238302,0.074408576,0.0001045474],"about_ca_topic_score_codex":0.0024022746,"about_ca_topic_score_gemma":0.0019534223,"teacher_disagreement_score":0.014360574,"about_ca_system_score_codex":0.0022192863,"about_ca_system_score_gemma":0.002300329,"threshold_uncertainty_score":0.07594687},"labels":[],"label_agreement":null},{"id":"W2966060980","doi":"10.1177/0975087819845195","title":"Economic Community of West African States, Regional security and the Implementation of Humanitarian Intervention and the Responsibility to Protect: Rhetoric or Reality?","year":2019,"lang":"en","type":"article","venue":"Insight on Africa","topic":"Global Peace and Security Dynamics","field":"Social Sciences","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":"Dalhousie University","funders":"","keywords":"Responsibility to protect; Intervention (counseling); Politics; Humanitarian intervention; International community; Promotion (chess); Political science; Rhetoric; Economic community; Security studies; Public administration; Human security; Economic growth; Human rights; Law; Economics; Economy; Medicine","score_opus":0.03146382260459728,"score_gpt":0.3291263901934314,"score_spread":0.2976625675888341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966060980","genre_codex":"commentary","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":[0.049910784,0.023955964,0.0039100386,0.6618002,0.0024886567,0.000058293583,0.000032883305,0.000016138494,0.25782704],"genre_scores_gemma":[0.9500755,0.010028103,0.0008977016,0.026101416,0.000825487,0.00009036041,0.000013214682,0.000024391016,0.011943664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995612,0.0034066408,0.000065563996,0.00013138066,0.00027693785,0.00050750613],"domain_scores_gemma":[0.9944741,0.004281272,0.00061479205,0.00008880813,0.00022187311,0.00031910962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007853533,0.0003886694,0.00034596524,0.0014677031,0.010531342,0.008704239,0.00083353533,0.004359469,0.0038570082],"category_scores_gemma":[0.009057849,0.00021219792,0.0001605645,0.0023593283,0.026043903,0.00819815,0.0053967396,0.0054309964,0.00021490351],"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":[0.000008707195,0.000010258917,0.00028491844,0.00005788933,0.0000021736641,0.00013816044,0.022578439,0.00005884516,0.00003843627,0.962339,0.008115737,0.006367575],"study_design_scores_gemma":[0.000019873081,0.0000411834,0.0024259458,0.0013004289,0.000011995744,0.0002591013,0.1325003,0.00034667287,0.00027456073,0.29801917,0.5647737,0.000027102267],"about_ca_topic_score_codex":0.0073372293,"about_ca_topic_score_gemma":0.009004003,"teacher_disagreement_score":0.010531342,"about_ca_system_score_codex":0.005925011,"about_ca_system_score_gemma":0.008154274,"threshold_uncertainty_score":0.042989194},"labels":[],"label_agreement":null},{"id":"W4407183803","doi":"10.1177/09750878241312188","title":"Countering the Wave of Democratic Backsliding and the Crisis of Democracy in West Africa","year":2025,"lang":"en","type":"article","venue":"Insight on Africa","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Democracy; Political science; Development economics; Political economy; Economics; Law; Politics","score_opus":0.03561681738658001,"score_gpt":0.29094638158839486,"score_spread":0.25532956420181485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407183803","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":[0.71784294,0.0183558,0.0030482595,0.15843548,0.000437168,0.000085464824,0.000038346552,0.000019347322,0.101737104],"genre_scores_gemma":[0.99184024,0.0033569233,0.0003493948,0.0018890925,0.000062463,0.000015277205,0.0000042045663,0.000004357334,0.0024779725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970477,0.001668627,0.00008100637,0.00009809777,0.00019658332,0.0009079325],"domain_scores_gemma":[0.99748755,0.0009610804,0.00082819903,0.000097543954,0.00018602738,0.000439593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035304048,0.00018030888,0.00025273339,0.0007879745,0.0055852435,0.004955276,0.00033905313,0.0015050039,0.0021610588],"category_scores_gemma":[0.0058875233,0.00018454545,0.0001270858,0.0009827234,0.008847233,0.0040214583,0.0044272095,0.0027562878,0.00014984883],"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":[0.00010788111,0.000072807314,0.013034061,0.0004378996,0.000026158896,0.0017501484,0.13640557,0.00055151305,0.001630358,0.7714639,0.009484127,0.06503558],"study_design_scores_gemma":[0.000059679234,0.00018868367,0.04929093,0.0014838403,0.000029999823,0.0012165534,0.2130038,0.0009901131,0.0026275222,0.25400096,0.47703257,0.0000752858],"about_ca_topic_score_codex":0.009321846,"about_ca_topic_score_gemma":0.015821718,"teacher_disagreement_score":0.009321846,"about_ca_system_score_codex":0.004687127,"about_ca_system_score_gemma":0.005627151,"threshold_uncertainty_score":0.03400767},"labels":[],"label_agreement":null}]}