{"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":"89bf41bad63f","filters":{"venue":"International Journal of Economics and Accounting"}},"results":[{"id":"W2287915567","doi":"10.1504/ijea.2015.071814","title":"Toward a contingent approach to budget participation and performance of municipal services","year":2015,"lang":"en","type":"article","venue":"International Journal of Economics and Accounting","topic":"Local Government Finance and Decentralization","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":"Université de Moncton","funders":"","keywords":"Contingency theory; Contingency; Business; Service (business); Contingency plan; Municipal services; Decentralization; Process (computing); Questionnaire; Budget process; Public administration; Economics; Marketing; Political science; Politics; Management; Computer science","authors":[{"name":"Donatien Avelé","is_ca":true},{"name":"Patrice Nyengué Édimo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04181273289193815,"gpt":0.2891540265901796,"spread":0.2473412936982415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005336694,0.00003609225,0.00008841394,0.00004613388,0.00003496333,0.00009278621,0.0001132502,0.00002240395,0.000002052753],"category_scores_gemma":[0.00005599753,0.00003429793,0.00001555672,0.00002796827,0.00002872847,0.0004566563,0.00004109149,0.00002956102,4.839669e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487365,"about_ca_system_score_gemma":0.00004080756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884605,"about_ca_topic_score_gemma":0.00007198034,"domain_scores_codex":[0.9994956,0.00001163549,0.0002436747,0.0000542935,0.0001223177,0.00007247255],"domain_scores_gemma":[0.9993901,0.00001884963,0.0002984644,0.00002093406,0.0002145562,0.00005706091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003495276,0.0001620173,0.8250611,0.00004508827,0.0001201393,0.000001536209,0.06369414,0.00925027,0.00008646689,0.06546386,0.0001216974,0.03564418],"study_design_scores_gemma":[0.00595158,0.0008607043,0.4005097,0.0006700114,0.0001542421,0.0000406836,0.08053508,0.3083039,0.002078432,0.006973318,0.1930877,0.0008346726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965718,0.00009990376,0.0001306636,0.0005774512,0.0002333858,0.00003765536,0.000002111924,0.000001405522,0.002345653],"genre_scores_gemma":[0.998373,0.0006626252,0.0005641645,0.0001789524,0.0002015964,7.84623e-7,0.00000105563,0.000002403878,0.00001542212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4245514,"threshold_uncertainty_score":0.1398629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389949688","doi":"10.1504/ijea.2023.135592","title":"Exchange rate pass-through in the USA and Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Economics and Accounting","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exchange rate; Economics; Monetary economics","authors":[{"name":"Eiman Aiyash","is_ca":false},{"name":"Ahmed S. Abou Zaid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0288925844642923,"gpt":0.2380450240453373,"spread":0.209152439581045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372533,0.00006728188,0.0001535055,0.0001516648,0.00005751308,0.0001807926,0.0002360221,0.00002797145,0.00003495208],"category_scores_gemma":[0.0001533263,0.00006347679,0.00002932447,0.0000803188,0.00003469246,0.0003776396,0.00005864538,0.0001016469,0.000004652999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051306,"about_ca_system_score_gemma":0.00005227617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05917885,"about_ca_topic_score_gemma":0.1548192,"domain_scores_codex":[0.99918,0.00001153735,0.0005266574,0.0001296254,0.00003017687,0.0001220486],"domain_scores_gemma":[0.9992206,0.0001800167,0.0004603014,0.00006781713,0.00005548314,0.00001584469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000108171,0.00002143302,0.8733181,0.00001263176,0.00004302651,0.00001487251,0.001097179,0.001597648,0.000006244197,0.1200355,0.0005918685,0.003250676],"study_design_scores_gemma":[0.0004245437,0.00001328076,0.8956761,0.0000188437,0.00000230944,0.00003793681,0.0002723682,0.009048053,0.000006563783,0.04861787,0.04577215,0.0001099281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934834,0.0004260747,0.00004427043,0.004184077,0.0007036463,0.00004197561,0.0000282679,0.000001769616,0.001086507],"genre_scores_gemma":[0.9977545,0.00138293,0.0000839186,0.0004938791,0.0002382197,0.000001579941,0.000002680126,0.000006461325,0.00003582117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09564035,"threshold_uncertainty_score":0.9470862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}