{"meta":{"query_hash":"45cf9459fd44","filters":{"venue":"Africa Insight"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/45cf9459fd44","api":"https://metacan.xera.ac/api/v1/cohort?venue=Africa+Insight"},"results":[{"id":"W1513440408","doi":"","title":"Postethnophilosophy, Sanya Osha : book review","year":2011,"lang":"en","type":"article","venue":"Africa Insight","topic":"African cultural and philosophical studies","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":"Seneca Polytechnic","funders":"","keywords":"Simple (philosophy); Epistemology; Contrast (vision); Philosophy; Sociology; Computer science","score_opus":0.1205228192565693,"score_gpt":0.2928857605230541,"score_spread":0.1723629412664848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513440408","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000097056596,0.17732507,0.0000021073254,0.026525212,0.00018780956,0.0002847832,0.0000073656356,0.0001377986,0.7954328],"genre_scores_gemma":[0.8098544,0.1108516,0.0004951746,0.038163945,0.0016644323,0.00014966431,0.000009096971,0.000041077245,0.038770635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842,0.00018652061,0.0002691507,0.0002963474,0.0004221165,0.0004058382],"domain_scores_gemma":[0.9991945,0.00009290262,0.00010118961,0.00022389505,0.00015722917,0.00023025543],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000241279,0.00017900973,0.00030755944,0.000031315783,0.0007283117,0.000019672949,0.00041754954,0.00009891164,0.005218196],"category_scores_gemma":[0.00026342052,0.00012613622,0.00015232278,0.0004939957,0.00045656238,0.00026482067,0.00012371992,0.00018998225,0.0010134495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023136781,0.00019133283,0.00016970823,0.00014562714,0.000093872586,0.000060818205,0.05756591,1.730801e-8,0.00006558273,0.40015584,0.53686863,0.004659552],"study_design_scores_gemma":[0.00006899591,0.00006930828,0.00026480554,0.00016341507,0.000042236454,9.720463e-7,0.0002325737,7.134958e-8,0.000026396398,0.04173851,0.9571801,0.00021260956],"about_ca_topic_score_codex":0.0003201064,"about_ca_topic_score_gemma":0.000058374295,"teacher_disagreement_score":0.8097573,"about_ca_system_score_codex":0.000059848437,"about_ca_system_score_gemma":0.000050009075,"threshold_uncertainty_score":0.9997644},"labels":[],"label_agreement":null},{"id":"W1855435248","doi":"","title":"South Africa in the BRICS : opportunities, challenges and prospects","year":2013,"lang":"en","type":"article","venue":"Africa Insight","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The North South Institute","funders":"","keywords":"Perspective (graphical); Corporate governance; Political science; Development economics; South–South cooperation; Foreign policy; South asia; Economic growth; Economics; Sociology; China; Politics; Ethnology; Management","score_opus":0.13716290207161497,"score_gpt":0.2552443666327072,"score_spread":0.11808146456109225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855435248","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033629343,0.0029094166,0.0000026758826,0.01848102,0.000070221744,0.00024543365,0.0000025518705,0.000026100599,0.94463325],"genre_scores_gemma":[0.9955695,0.0008151083,0.000039097155,0.00023973902,0.00009358599,0.00004765143,6.7757134e-7,0.0000035547173,0.0031910427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992356,0.00009704404,0.00012582976,0.0001286265,0.000119451186,0.00029345416],"domain_scores_gemma":[0.9995603,0.00016029598,0.000030366391,0.00011355127,0.000028029632,0.000107460735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002284064,0.000065144544,0.00008681259,0.000036854457,0.00021557388,0.00008895637,0.00015655931,0.0000647296,0.00013501628],"category_scores_gemma":[0.00012358012,0.000045091092,0.000021302727,0.000092309034,0.00021887416,0.00020920653,0.000033491062,0.0000952437,0.00014391019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.1742305e-7,0.000026747255,0.00022268416,0.0000027924002,0.000003452167,0.000002942345,0.17601149,3.1356603e-7,7.630228e-7,0.81809694,0.0026615409,0.0029699402],"study_design_scores_gemma":[0.00008998239,0.00002154818,0.018111177,0.000006289878,0.000005431355,7.99255e-7,0.049121086,0.000028592953,3.965774e-7,0.16371588,0.7688016,0.00009717758],"about_ca_topic_score_codex":0.00041380269,"about_ca_topic_score_gemma":0.00024521956,"teacher_disagreement_score":0.9619402,"about_ca_system_score_codex":0.00003343201,"about_ca_system_score_gemma":0.00005001118,"threshold_uncertainty_score":0.18497224},"labels":[],"label_agreement":null},{"id":"W2023219392","doi":"10.4314/ai.v40i4.65927","title":"Political Reparationists and the Moral Case for Reparations to Africa for Colonialism","year":2011,"lang":"en","type":"article","venue":"Africa Insight","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Argument (complex analysis); Colonialism; Politics; Normative; Situated; Context (archaeology); Political science; Sociology; Law; Political economy; History","score_opus":0.18441518510515098,"score_gpt":0.34487322637821793,"score_spread":0.16045804127306695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023219392","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016600594,0.00065913226,0.0019429615,0.15894026,0.0005441558,0.004619373,0.00033056468,0.00018547908,0.8161775],"genre_scores_gemma":[0.9920063,0.0000065808063,0.002866786,0.00061219337,0.0004587134,0.0008474342,0.0000036866961,0.000006735128,0.0031915756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989359,0.00011132756,0.00020853234,0.00023693855,0.00013776457,0.00036953928],"domain_scores_gemma":[0.99872595,0.000666502,0.0000527287,0.00012980888,0.00022198669,0.00020303915],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039188232,0.000104044964,0.0001874695,0.000022210721,0.0021678582,0.00008103429,0.00012863583,0.00007291397,0.000024030543],"category_scores_gemma":[0.0009337049,0.00006295696,0.00009157297,0.0002099686,0.0006429542,0.00010030923,0.000052320924,0.00005407373,0.000007583686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015611763,0.000028819037,0.00001657248,0.0000031640504,0.000021604314,0.0000066702396,0.074758105,1.2561978e-7,0.0000049049527,0.91026086,0.014666795,0.000076284305],"study_design_scores_gemma":[0.00042942897,0.00015709452,0.000055267843,0.000002706306,0.000051834366,0.0000107929445,0.0029979716,0.000029385468,0.000018738328,0.3617054,0.6344247,0.0001166657],"about_ca_topic_score_codex":0.00076315046,"about_ca_topic_score_gemma":0.0012839852,"teacher_disagreement_score":0.9754057,"about_ca_system_score_codex":0.000048292703,"about_ca_system_score_gemma":0.00005305239,"threshold_uncertainty_score":0.9991312},"labels":[],"label_agreement":null},{"id":"W2261491292","doi":"","title":"Consolidating Malawi's Democracy? An Analysis of the 2004 Malawi General Elections","year":2006,"lang":"en","type":"article","venue":"Africa Insight","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":12,"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":"General election; Parliament; Legitimacy; Democracy; Constitution; Political science; Voting; Public administration; Politics; Quarter (Canadian coin); Government (linguistics); Political economy; Law; Sociology; Geography","score_opus":0.02627885647614701,"score_gpt":0.29607900327191294,"score_spread":0.2698001467957659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261491292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53793037,0.00014343442,0.00018415586,0.0022460483,0.00016466348,0.00010208623,0.000034598343,0.0000420101,0.45915264],"genre_scores_gemma":[0.98125964,0.000005883397,0.00018650007,0.00019902358,0.00028373837,0.000005914152,0.000003798357,0.000005867803,0.018049655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987883,0.00016755285,0.00022073883,0.0001619775,0.00032549695,0.00033596266],"domain_scores_gemma":[0.99931204,0.00011789096,0.00013281195,0.00023439263,0.00012012217,0.0000827344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018842978,0.000081012215,0.00016783713,0.00007317887,0.00066591107,0.00006302876,0.00029465795,0.0000642011,0.00030191612],"category_scores_gemma":[0.00016285392,0.00006221455,0.00014885831,0.0010837552,0.00038956787,0.00018609742,0.000033320433,0.00010450747,0.000009900784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024830392,0.0000752434,0.035946026,0.000001427503,0.00007307124,0.0000012287161,0.002660761,0.00021555407,0.00091501937,0.9587745,0.0012115854,0.00012311642],"study_design_scores_gemma":[0.00018398286,0.00003656761,0.27358612,0.000009381037,0.0005944924,6.2448123e-7,0.0006973455,0.0021573163,0.0019556482,0.01305622,0.7074422,0.00028010705],"about_ca_topic_score_codex":0.019157618,"about_ca_topic_score_gemma":0.013201846,"teacher_disagreement_score":0.9457183,"about_ca_system_score_codex":0.00007880237,"about_ca_system_score_gemma":0.00013392049,"threshold_uncertainty_score":0.9873739},"labels":[],"label_agreement":null}]}