{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"c3ceeee329de","filters":{"venue":"International Conference on Poverty and Sustainable Development"}},"results":[{"id":"W2807192595","doi":"10.17501/icpsd.2017.4103","title":"AN EXAMINATION OF MULTIDIMENSIONAL POVERTY PROFILE IN LIMPOPO, SOUTH AFRICA: IMPLICATION FOR USING CBMS GENERATED DATA IN LOCALISING SUSTAINABLE DEVELOPMENT GOALS, 2030","year":2018,"lang":"en","type":"article","venue":"International Conference on Poverty and Sustainable Development","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"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; Government of Canada","keywords":"Poverty; Sustainable development; Computer science; Economic growth; Political science; Economics","authors":[{"name":"Grace Bicha Oloo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1697869481437468,"gpt":0.3766687445142481,"spread":0.2068817963705013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473552,0.0001801753,0.0001787039,0.002514067,0.0008970817,0.001246612,0.0003092799,0.0001920174,0.002298432],"category_scores_gemma":[0.006723938,0.0001486416,0.000158084,0.005193966,0.0003983496,0.00110501,0.001399039,0.0002349632,0.0001538532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484068,"about_ca_system_score_gemma":0.001655574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03272433,"about_ca_topic_score_gemma":0.05093737,"domain_scores_codex":[0.9992028,0.0004081514,0.0000623564,0.00006044677,0.0001694158,0.00009680826],"domain_scores_gemma":[0.9984749,0.0005718498,0.0003545526,0.00007938928,0.0004091543,0.0001101923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001472278,0.00008020591,0.8708331,0.0003999285,0.00008570098,0.001172346,0.0368024,0.003047952,0.002008122,0.003830056,0.002306152,0.07928681],"study_design_scores_gemma":[0.00000660623,0.00009092663,0.8679608,0.0002573989,0.00002717483,0.0003334954,0.1153741,0.00503706,0.0008464716,0.001640967,0.008387873,0.00003716775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932146,0.00007930174,0.00128048,0.0004563523,0.000003453713,0.00009349197,0.00125835,0.00001461531,0.003599329],"genre_scores_gemma":[0.9973744,0.00008033893,0.001750673,0.00002271096,0.000001095622,0.0001022601,0.0003608714,0.000003538998,0.0003040498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03272433,"threshold_uncertainty_score":0.06506771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}