{"meta":{"query_hash":"2e8fcdabc2b9","filters":{"venue":"Social Policy in a Development Context"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/2e8fcdabc2b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Social+Policy+in+a+Development+Context"},"results":[{"id":"W2186843518","doi":"10.1007/978-3-030-37595-9_2","title":"Fiscal Capacity and Aid Allocation: Domestic Resource Mobilization and Foreign Aid in Developing Countries","year":2020,"lang":"en","type":"book-chapter","venue":"Social Policy in a Development Context","topic":"International Development and Aid","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Resource mobilization; Developing country; Resource allocation; Aid effectiveness; Fiscal policy; Development aid; Fiscal capacity; Mobilization; Business; Public economics; Economics; Finance; Economic policy; Economic growth; Political science; Monetary economics; Politics; Market economy","score_opus":0.042423952286853105,"score_gpt":0.30137946346987665,"score_spread":0.25895551118302357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186843518","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":[0.022835886,0.06398841,0.0035195854,0.033266228,0.0008066855,0.000035964513,0.00020876004,0.000047294303,0.8752912],"genre_scores_gemma":[0.6835876,0.07347974,0.0019822326,0.002627993,0.0010833009,0.00010113671,0.0001647786,0.00006816703,0.23690493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995198,0.00026235194,0.000009011217,0.000028937438,0.00004535753,0.00013440056],"domain_scores_gemma":[0.99945015,0.0003507931,0.000047767906,0.000020691286,0.00006091189,0.00006974384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013852167,0.00066729257,0.0004249176,0.0011056609,0.0014586285,0.006834042,0.0007368718,0.0014320558,0.010421161],"category_scores_gemma":[0.002458137,0.0002978116,0.00023722574,0.0034532824,0.0041450113,0.0039343773,0.0018780893,0.0018634099,0.00065778964],"study_design_candidate":"observational","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":[0.000019533421,0.000023156463,0.0003066567,0.000052217245,0.0000047922604,0.000033142685,0.00070461765,0.0028547302,0.000036596328,0.96538293,0.017086959,0.01349473],"study_design_scores_gemma":[0.000015437388,0.00002004661,0.0015852775,0.00040522442,0.000010700747,0.000047022884,0.0037530838,0.0018119916,0.00013012839,0.7935905,0.19861577,0.000014796237],"about_ca_topic_score_codex":0.020482771,"about_ca_topic_score_gemma":0.03736739,"teacher_disagreement_score":0.020482771,"about_ca_system_score_codex":0.0071254484,"about_ca_system_score_gemma":0.0072441534,"threshold_uncertainty_score":0.051699042},"labels":[],"label_agreement":null},{"id":"W2769931457","doi":"10.1007/978-3-030-37595-9_4","title":"How Can Governments of Low-Income Countries Collect More Tax Revenue?","year":2020,"lang":"en","type":"book-chapter","venue":"Social Policy in a Development Context","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Tax revenue; Revenue; Scope (computer science); Developing country; Profit (economics); Value-added tax; Ad valorem tax; Double taxation; Tax reform; Public economics; International economics; Economic policy; Finance; Economics; Microeconomics; Economic growth","score_opus":0.037495007315198975,"score_gpt":0.2431595016515057,"score_spread":0.20566449433630674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769931457","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":[0.09171444,0.010256541,0.009923508,0.47939664,0.0016753365,0.000062898886,0.0006366761,0.00012321335,0.40621078],"genre_scores_gemma":[0.88266295,0.0079581635,0.0045123836,0.031890325,0.00088132283,0.00010308386,0.00030068558,0.00009224908,0.07159883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965849,0.0018399748,0.00007218433,0.00018384724,0.00047763536,0.0008414191],"domain_scores_gemma":[0.996293,0.0013474694,0.00075806794,0.00031402754,0.0008149162,0.00047257202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049293796,0.00032745223,0.00049836363,0.0010604049,0.0018568309,0.007624348,0.0006605661,0.0027344432,0.007255558],"category_scores_gemma":[0.0125539955,0.00022405847,0.00034682284,0.0028477965,0.0055048033,0.0070299036,0.0018545532,0.0033192965,0.0012369762],"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":[0.000027580603,0.00005971654,0.0034908173,0.000099942794,0.000033796656,0.00004194217,0.00096193183,0.0007442536,0.000079337544,0.9261641,0.038662948,0.02963364],"study_design_scores_gemma":[0.00003869681,0.00004611586,0.008591123,0.00046468558,0.000033925837,0.000057368256,0.0049922,0.00089779886,0.00038579982,0.7753167,0.20915127,0.000024340388],"about_ca_topic_score_codex":0.01478795,"about_ca_topic_score_gemma":0.023098042,"teacher_disagreement_score":0.01478795,"about_ca_system_score_codex":0.003982385,"about_ca_system_score_gemma":0.007892459,"threshold_uncertainty_score":0.029403746},"labels":[],"label_agreement":null}]}