{"meta":{"query_hash":"aec87042d234","filters":{"venue":"Management Research and Practice"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/aec87042d234","api":"https://metacan.xera.ac/api/v1/cohort?venue=Management+Research+and+Practice"},"results":[{"id":"W1560557440","doi":"","title":"COMPARATIVE STUDY OF THE EXPERIENCE OF DEVELOPED COUNTRIES IN THE PUBLIC POLICY PROCESS: SPAIN, PORTUGAL, CANADA","year":2010,"lang":"en","type":"article","venue":"Management Research and Practice","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"European union; Process (computing); Order (exchange); Public policy; Political science; Eu countries; Economic growth; Business; Economic policy; Economics","score_opus":0.1105002043633384,"score_gpt":0.4524817346559707,"score_spread":0.3419815302926323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560557440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91651636,0.000043589527,0.000009356888,0.015261585,0.00004659182,0.000895662,0.0000018347952,0.0000022013899,0.06722282],"genre_scores_gemma":[0.99889725,0.00030344052,0.000015201816,0.00025791267,0.000019013707,0.00004902614,4.8349506e-7,0.000001443778,0.00045624276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974254,0.0006378323,0.00015753339,0.00011739794,0.0014356044,0.0002262358],"domain_scores_gemma":[0.9986953,0.00067767047,0.00011930328,0.00016686185,0.0003091327,0.0000317366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031889358,0.00004404055,0.00007775531,0.000050430695,0.00038645,0.00008967013,0.00041731072,0.000017195638,0.000023035884],"category_scores_gemma":[0.0018334682,0.00002642257,0.0000052388095,0.0011120335,0.0003665951,0.0004089974,0.000100338206,0.0001640499,4.4132747e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021817377,0.0011065947,0.19280502,0.00008835566,0.000048319867,0.000022160773,0.26648176,0.0000074926634,0.000018283647,0.5312349,0.0052837073,0.0026851995],"study_design_scores_gemma":[0.00029171436,0.00008893922,0.119319595,0.000012169798,0.0000055756104,5.7339696e-7,0.6556165,0.000010600462,0.000055423665,0.000965323,0.22358157,0.000052029915],"about_ca_topic_score_codex":0.42712885,"about_ca_topic_score_gemma":0.86323166,"teacher_disagreement_score":0.5302696,"about_ca_system_score_codex":0.000053315496,"about_ca_system_score_gemma":0.00079631305,"threshold_uncertainty_score":0.57668597},"labels":[],"label_agreement":null},{"id":"W2123834382","doi":"","title":"INTEGRATION OF SERVICE LIFE IN THE PROCESS OF MANAGEMENT AND DESIGN OF BUILDINGS","year":2010,"lang":"en","type":"article","venue":"Management Research and Practice","topic":"Education, Management, Technology, Human Resources","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Process (computing); Process management; Relation (database); Business; Service design; Architectural engineering; Engineering; Engineering management; Computer science; Marketing; Service delivery framework","score_opus":0.25582538696903784,"score_gpt":0.5045392448000733,"score_spread":0.24871385783103545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123834382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92860013,0.00039920156,0.007299702,0.020386573,0.00007733073,0.0022538435,0.0000027619494,0.00001713097,0.040963322],"genre_scores_gemma":[0.98597294,0.00050402683,0.012650971,0.00021972688,0.000014561434,0.00009217685,0.0000012465462,0.0000065856143,0.0005377453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99659824,0.00074868253,0.00059739425,0.00039030818,0.0014312478,0.00023411486],"domain_scores_gemma":[0.99376714,0.00427975,0.0004585031,0.00070217595,0.0007460475,0.000046389683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0225578,0.00010306495,0.00020002798,0.0011849653,0.00011933164,0.00015998886,0.0011609336,0.000057913032,0.00006693204],"category_scores_gemma":[0.005219776,0.00007014355,0.000016562948,0.0022375758,0.00045694382,0.00056203414,0.0005037968,0.00035084767,0.00000447221],"study_design_candidate":"theoretical_or_conceptual","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":[0.0015425851,0.0024647934,0.020391809,0.0026426762,0.00043210204,0.000026641594,0.02963098,0.0002481222,0.0054468615,0.6618289,0.015970014,0.25937453],"study_design_scores_gemma":[0.0017048911,0.00081394985,0.18920243,0.00025384492,0.00015563797,0.000013472659,0.4595333,0.0027554394,0.0019742972,0.27549285,0.067789234,0.00031065597],"about_ca_topic_score_codex":0.00029877352,"about_ca_topic_score_gemma":0.00023148222,"teacher_disagreement_score":0.42990234,"about_ca_system_score_codex":0.000008817237,"about_ca_system_score_gemma":0.000020968535,"threshold_uncertainty_score":0.78181285},"labels":[],"label_agreement":null},{"id":"W2904886793","doi":"","title":"Migration and Informal Settlements as Spatial Expression of Social Inequality in Iran","year":2017,"lang":"en","type":"article","venue":"Management Research and Practice","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Human settlement; Quarter (Canadian coin); Socioeconomics; Informal settlements; Inequality; Population; Immigration; Economic growth; Demographic economics; Sociology; Demography; Economics","score_opus":0.11457404826306317,"score_gpt":0.4785380658933744,"score_spread":0.3639640176303112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904886793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85526454,0.000016556378,0.00011271256,0.008244106,0.000032968994,0.00031822262,0.0000051138804,0.0000054785223,0.13600029],"genre_scores_gemma":[0.9965209,0.0007958322,0.00023209507,0.000074594755,0.00004322364,0.000012869886,0.000009079024,0.0000021016456,0.0023093037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985311,0.00048751777,0.00014358482,0.00011569899,0.0005410951,0.0001809937],"domain_scores_gemma":[0.9994075,0.000201223,0.0001233058,0.00011672134,0.000096619406,0.000054657354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045362324,0.00004210731,0.000065122054,0.00009967013,0.00097195036,0.00028152292,0.00013646603,0.000044555458,0.00008752698],"category_scores_gemma":[0.0012179101,0.00003993856,0.000007865559,0.000085283216,0.00023917851,0.0009526778,0.00018760782,0.0001319543,0.0000043896202],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020680649,0.00059374317,0.20881325,0.00038965847,0.0000571058,0.000038960196,0.16409165,0.0000041771564,0.0007875419,0.37934312,0.00455871,0.23925401],"study_design_scores_gemma":[0.0013587988,0.00018872252,0.5197647,0.00004581105,0.00001212723,4.184824e-7,0.07278192,0.00047452535,0.00014288786,0.0026394422,0.40245065,0.00013998756],"about_ca_topic_score_codex":0.016227385,"about_ca_topic_score_gemma":0.048875526,"teacher_disagreement_score":0.39789194,"about_ca_system_score_codex":0.000023443536,"about_ca_system_score_gemma":0.000027759219,"threshold_uncertainty_score":0.99032366},"labels":[],"label_agreement":null},{"id":"W3012384416","doi":"","title":"Corporate Social Responsibility Communication In Western Balkans Banking Industry: A Comparative Study","year":2019,"lang":"en","type":"article","venue":"Management Research and Practice","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Business; Accounting; Quarter (Canadian coin); Banking industry; Marketing; Public relations; Political science","score_opus":0.25241289899892994,"score_gpt":0.43922731922618147,"score_spread":0.18681442022725153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012384416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87914056,0.000041448307,0.000007496102,0.002739688,0.00005690272,0.002250036,0.0000010459298,0.000058880025,0.115703955],"genre_scores_gemma":[0.9965061,0.000012621612,0.00012610112,0.000311132,0.00011145399,0.000100644764,0.000015187634,0.000019764504,0.0027970113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958173,0.0012712913,0.00059051963,0.00065789727,0.00111627,0.00054673426],"domain_scores_gemma":[0.9964129,0.001544092,0.00066934107,0.0006373842,0.00070921704,0.00002707036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021634893,0.00019809567,0.0003442659,0.0006655981,0.0005757889,0.0010027417,0.0004210415,0.00014716419,0.00015529107],"category_scores_gemma":[0.0016652279,0.0002065168,0.000034852586,0.0021119777,0.00020490937,0.0025376831,0.0014701083,0.001424941,0.00025346805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037769699,0.0014828537,0.95738316,0.00027117503,0.00012130742,0.00019205727,0.003354019,0.000019465988,0.00014237466,0.025615234,0.00044179213,0.0071996083],"study_design_scores_gemma":[0.0020494966,0.00015543528,0.8519445,0.000092374234,0.00005778396,0.0000036492258,0.08829136,0.0005465846,0.000005483978,0.023703381,0.03279179,0.00035814455],"about_ca_topic_score_codex":0.0022074298,"about_ca_topic_score_gemma":0.0024621286,"teacher_disagreement_score":0.11736554,"about_ca_system_score_codex":0.00019926693,"about_ca_system_score_gemma":0.00007692775,"threshold_uncertainty_score":0.9669462},"labels":[],"label_agreement":null}]}