{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"499a800ab043","filters":{"venue":"Journal of Social Equity and Public Administration"}},"results":[{"id":"W4406030579","doi":"10.24926/jsepa.v3i1.5856","title":"Social Media Advocacy for SDG 5 in the Middle East: Insights from Egypt, Tunisia, and Jordan","year":2025,"lang":"en","type":"article","venue":"Journal of Social Equity and Public Administration","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"American University in Cairo","keywords":"Middle East; Social media; Political science; Ancient history; Geography; History; Archaeology","authors":[{"name":"Laila El Baradei","is_ca":false},{"name":"Mohamed Kadry","is_ca":true},{"name":"Ghadeer Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09030331919477781,"gpt":0.3582541068244252,"spread":0.2679507876296474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377062,0.00009328278,0.0002105035,0.00007742357,0.001182737,0.0004533397,0.0002147763,0.0001910925,0.00000907462],"category_scores_gemma":[0.0004877936,0.0000750946,0.00009313456,0.0002742157,0.000307812,0.000414909,0.00004982249,0.0002037818,3.19118e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104694,"about_ca_system_score_gemma":0.00149295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003889491,"about_ca_topic_score_gemma":0.004881635,"domain_scores_codex":[0.998574,0.0002459688,0.0004081467,0.0001195076,0.0004535167,0.0001988365],"domain_scores_gemma":[0.9989488,0.0004408571,0.0002743093,0.0000353324,0.0002201367,0.00008063819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009989724,0.0001517195,0.0005451129,0.00002687324,0.0000486173,0.00000376372,0.6824606,3.776308e-8,0.00002634876,0.2936595,0.01519694,0.007780619],"study_design_scores_gemma":[0.001006133,0.00008500364,0.05361713,0.00002772241,0.00004158245,0.000001780997,0.4717573,0.000006627156,0.000008469198,0.4196689,0.05365617,0.0001231468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529813,0.001118498,0.0003920443,0.04066011,0.0003759495,0.0002014237,0.000006405966,0.00000715317,0.004257117],"genre_scores_gemma":[0.9970741,0.0007922786,0.0002288343,0.0007468414,0.001104304,0.000008888821,0.00001305804,0.000003463289,0.00002824393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107033,"threshold_uncertainty_score":0.9096773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400234587","doi":"10.24926/jsepa.v2i1.5218","title":"How Government-Backed Registered Retirement Savings Plans Impact Canadians’ Tax-Free Savings Account:","year":2024,"lang":"en","type":"article","venue":"Journal of Social Equity and Public Administration","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"École Nationale d'Administration Publique","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Equity (law); Government (linguistics); Social security; Savings account; Financial inclusion; Pension; Financial literacy; Economics; Business; Public economics; Demographic economics; Finance; Actuarial science; Financial services; Political science","authors":[{"name":"Gino Biaou","is_ca":true},{"name":"Étienne Charbonneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03455612512650415,"gpt":0.2861682136876246,"spread":0.2516120885611205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001304356,0.0002688013,0.0003944557,0.0002665931,0.000466777,0.004284509,0.00044091,0.0001727721,0.0003403175],"category_scores_gemma":[0.0006163686,0.0002390083,0.0003026281,0.000603395,0.0001036901,0.004247118,0.0002512764,0.0003424004,0.000009943793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226656,"about_ca_system_score_gemma":0.0004219929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175729,"about_ca_topic_score_gemma":0.009572802,"domain_scores_codex":[0.9973515,0.000029791,0.0006675265,0.0002839421,0.00125355,0.000413646],"domain_scores_gemma":[0.9983851,0.00005232609,0.0009009877,0.000192458,0.0003896135,0.00007952873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001068094,0.0005843854,0.210937,0.00241982,0.0007119795,0.0008759409,0.002793485,0.000002918117,0.005341196,0.307697,0.4206907,0.04687755],"study_design_scores_gemma":[0.002162255,0.0005507718,0.2511925,0.0006076918,0.000981138,0.0001053608,0.004544938,0.002104362,0.00007579502,0.01709184,0.7194232,0.001160221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426282,0.000312243,0.0002077714,0.05100467,0.0008053302,0.0002533823,0.0001461325,0.00005633926,0.004585938],"genre_scores_gemma":[0.9947462,0.00003782291,0.00008017994,0.0009218805,0.002926605,0.000004339227,0.00006827069,0.00002695412,0.001187754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2987325,"threshold_uncertainty_score":0.9967492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}