{"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":"eaefa5c1a787","filters":{"venue":"Economics of Development"}},"results":[{"id":"W4403694162","doi":"10.57111/econ/3.2024.104","title":"Assessment of the economic value of physiotherapy treatment for economically effective results","year":2024,"lang":"en","type":"article","venue":"Economics of Development","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Value (mathematics); Physical therapy; Economic evaluation; Index (typography); Medicine; Business; Physical medicine and rehabilitation; Economics; Mathematics; Computer science; Statistics; Microeconomics","authors":[{"name":"Aida Zotaj","is_ca":false},{"name":"Marsida Krasniqi","is_ca":false},{"name":"Rajmonda Bara","is_ca":false},{"name":"Rezarta Kalaja","is_ca":false},{"name":"Selda Veizaj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.135369312140602,"gpt":0.4369453051418037,"spread":0.3015759930012017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006078911,0.0003147414,0.001542309,0.000334103,0.00009712978,0.00004002041,0.0004929479,0.0001536845,0.00008317119],"category_scores_gemma":[0.0002109908,0.0003130216,0.0004898583,0.00008610421,0.000152349,0.0002674995,0.00008598516,0.00009157768,0.00007243378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121142,"about_ca_system_score_gemma":0.001801048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003958729,"about_ca_topic_score_gemma":0.000160475,"domain_scores_codex":[0.9930635,0.0001350055,0.005691776,0.0007240925,0.0000455114,0.0003400769],"domain_scores_gemma":[0.9942867,0.00184452,0.002998037,0.0007187336,0.00005446075,0.00009754716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002128995,0.0004521584,0.0182983,0.001962265,0.00250821,2.061381e-7,0.005516789,0.0336568,0.0002799247,0.9268734,0.003494682,0.006744349],"study_design_scores_gemma":[0.01105796,0.001621268,0.4020966,0.001300553,0.0001223056,0.00000731511,0.001003572,0.1421358,0.0297355,0.07263627,0.3364069,0.00187609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812334,0.001039566,0.002143483,0.004137846,0.001846687,0.0027763,0.002148714,0.00002976568,0.00464425],"genre_scores_gemma":[0.9786642,0.0003246666,0.01945292,0.0003139771,0.0001932268,0.0004518804,0.00005913723,0.00006378508,0.0004762553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8542371,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252698606","doi":"","title":"Innovative Methods For Improvement Of Personnel Potential Of Public Authorities","year":2014,"lang":"en","type":"article","venue":"Economics of Development","topic":"Business and Economic Development","field":"Environmental Science","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":"Outsourcing; Business; Government (linguistics); Human resource management; Administration (probate law); State (computer science); Public management; Public administration; Risk analysis (engineering); Knowledge management; Marketing; Computer science; Political science","authors":[{"name":"O Yermolenko","is_ca":false},{"name":"Alina Mordovets","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02278860700636958,"gpt":0.2497584447484696,"spread":0.2269698377421001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014767,0.0001471893,0.0003992614,0.00009470498,0.00006090609,0.0000104379,0.000274436,0.00006128097,0.0003846569],"category_scores_gemma":[0.00006024436,0.0001511959,0.0000630544,0.0001026249,0.0001639634,0.0001673313,0.0002591615,0.00003779944,0.00000782679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062642,"about_ca_system_score_gemma":0.000128481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005409735,"about_ca_topic_score_gemma":0.00002101872,"domain_scores_codex":[0.9985776,0.00002063426,0.0008434975,0.0002617836,0.0000589117,0.0002375972],"domain_scores_gemma":[0.9990786,0.00006712113,0.0005555325,0.0001820296,0.00006231678,0.00005443018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006283522,0.0002781432,0.01741306,0.0002249806,0.0002611738,5.55784e-8,0.003947156,0.001195468,0.02638131,0.01262232,0.0003189544,0.9372945],"study_design_scores_gemma":[0.003216598,0.0004077606,0.2295015,0.00007494287,0.00003787404,0.000002831318,0.004466099,0.009149465,0.6579463,0.0110539,0.08310004,0.001042671],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8714477,0.00001298774,0.1251744,0.0001678501,0.0003424032,0.0002859726,0.00001196919,0.000006257842,0.002550461],"genre_scores_gemma":[0.7061914,0.00001191611,0.2934944,0.00003373975,0.00001274591,0.00004501139,0.0000119882,0.000011054,0.0001877919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9362519,"threshold_uncertainty_score":0.6165591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}