{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"042b3437cd1c","filters":{"venue":"Proceedings of the African Futures Conference"}},"results":[{"id":"W2749036840","doi":"10.1002/j.2573-508x.2016.tb00079.x","title":"Assessing the Readiness of Africa for the Physical Internet","year":2016,"lang":"en","type":"article","venue":"Proceedings of the African Futures Conference","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Operationalization; Strengths and weaknesses; The Internet; Order (exchange); Sustainability; Rationality; Business; Environmental economics; Environmental planning; Marketing; Computer science; Geography; Economics; Political science; Finance; Psychology","authors":[{"name":"Radjabu Mayuto","is_ca":true},{"name":"Parfait Sèbédji Aïhounhin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02755797648242545,"gpt":0.2640203696158602,"spread":0.2364623931334348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050528,0.0002620441,0.0001160687,0.001980294,0.0006571051,0.001665329,0.0001707649,0.0003429407,0.003466201],"category_scores_gemma":[0.005062392,0.0001439515,0.00012488,0.001637398,0.0006490908,0.002623274,0.0009553268,0.0003471765,0.0004586648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007452857,"about_ca_system_score_gemma":0.0008265132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003244748,"about_ca_topic_score_gemma":0.00416531,"domain_scores_codex":[0.9995053,0.0002117234,0.00002644568,0.00003064682,0.00009050027,0.0001353626],"domain_scores_gemma":[0.998328,0.0006585355,0.0004448471,0.00005509495,0.0003746581,0.0001388044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002493577,0.000233069,0.6937401,0.0006331063,0.00004858101,0.002192963,0.03085042,0.007968444,0.0186373,0.04303847,0.002668653,0.1997396],"study_design_scores_gemma":[0.0000086592,0.0005447318,0.7226866,0.0006448453,0.0000393337,0.001086012,0.1979522,0.00840095,0.005857999,0.008895115,0.05381644,0.00006706136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779406,0.0001360364,0.001421838,0.0005387153,0.000006196797,0.0001098984,0.0002422439,0.00001131944,0.01959324],"genre_scores_gemma":[0.9974119,0.0002718516,0.001250299,0.00002602554,0.000002419338,0.00004476123,0.00007105558,0.000003416896,0.0009183615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003466201,"threshold_uncertainty_score":0.01159555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2748773820","doi":"10.1002/j.2573-508x.2016.tb00073.x","title":"Sufi Hip-Hop and the Aesthetics of Islamic Authority in Dakar","year":2016,"lang":"en","type":"article","venue":"Proceedings of the African Futures Conference","topic":"Anthropological Studies and Insights","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":"University of Alberta","funders":"","keywords":"Islam; Piety; Politics; Religious studies; Sociology; History; Media studies; Theology; Art history; Law; Philosophy; Political science","authors":[{"name":"J. E. Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02423854987705122,"gpt":0.2720631976169269,"spread":0.2478246477398757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953808,0.0005540422,0.0003323171,0.00106566,0.01655057,0.007860361,0.0007197525,0.001690581,0.007452879],"category_scores_gemma":[0.001896521,0.0002825115,0.0002216272,0.00102018,0.02915828,0.003293758,0.004716097,0.003689711,0.001000154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115939,"about_ca_system_score_gemma":0.001994692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086746,"about_ca_topic_score_gemma":0.007132169,"domain_scores_codex":[0.9985256,0.0008315115,0.00003734079,0.00009409486,0.0002025056,0.0003089934],"domain_scores_gemma":[0.9994614,0.0002514855,0.00005880266,0.0000666856,0.00006187918,0.00009976442],"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":[0.0000655505,0.00003886506,0.0006297984,0.0001083681,0.000005996548,0.0008127226,0.446882,0.0001396871,0.0005643552,0.5367309,0.004686397,0.009335281],"study_design_scores_gemma":[0.00004032118,0.0001101704,0.002768856,0.0004231669,0.00002297456,0.001904349,0.5210406,0.0005190126,0.0007399108,0.06440217,0.4079746,0.00005382865],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.228624,0.004131513,0.001557241,0.007915304,0.000671373,0.00006334175,0.00003388594,0.00006557288,0.7569379],"genre_scores_gemma":[0.9743426,0.0004726006,0.0003792491,0.0004328229,0.00008597779,0.00002288081,0.00001045454,0.00002978363,0.02422361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01655057,"threshold_uncertainty_score":0.02986336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254099205","doi":"10.1002/j.2573-508x.2016.tb00065.x","title":"Roundtable: Technologies and Trials of Global Health in Africa","year":2016,"lang":"en","type":"article","venue":"Proceedings of the African Futures Conference","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Futures contract; Citation; Political science; Library science; Computer science; Economics; Financial economics","authors":[{"name":"Denielle Elliott","is_ca":true},{"name":"Maggie Macdonald","is_ca":true},{"name":"Claire Wendland","is_ca":false},{"name":"Deborah Neill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05111817966601005,"gpt":0.3256030857349309,"spread":0.2744849060689208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02058168,0.002266068,0.0008526008,0.00104093,0.004088371,0.009164295,0.003682219,0.01536082,0.06466172],"category_scores_gemma":[0.0292131,0.0009189625,0.00183809,0.0008587996,0.00258944,0.007703313,0.008013142,0.0101161,0.0170541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004037027,"about_ca_system_score_gemma":0.01138645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004708044,"about_ca_topic_score_gemma":0.00997501,"domain_scores_codex":[0.9920956,0.003454078,0.0004526186,0.0007618613,0.001541085,0.001694741],"domain_scores_gemma":[0.9740195,0.01425468,0.001518771,0.001573381,0.003069825,0.005563981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003821695,0.00008075039,0.0001510402,0.0004614555,0.00002765732,0.000327461,0.0005417761,0.0001964559,0.0006065848,0.01194497,0.9621032,0.02317644],"study_design_scores_gemma":[0.0001113619,0.0001229488,0.0007012539,0.0005913539,0.00001752708,0.00007734722,0.0005784702,0.00007440019,0.0003623727,0.00463547,0.9926988,0.00002873969],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005700723,0.05240453,0.00611389,0.5079181,0.285624,0.005222549,0.004542134,0.0007142815,0.1317598],"genre_scores_gemma":[0.0667412,0.02651281,0.01325331,0.2761836,0.0816839,0.008716974,0.003700637,0.001158869,0.5220486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9959117,"threshold_uncertainty_score":0.216315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}