{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"aec87042d234","filters":{"venue":"Management Research and Practice"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Silverio Hernández Moreno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2558253869690378,"gpt":0.5045392448000733,"spread":0.2487138578310354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0225578,0.000103065,0.000200028,0.001184965,0.0001193316,0.0001599889,0.001160934,0.00005791303,0.00006693204],"category_scores_gemma":[0.005219776,0.00007014355,0.00001656295,0.002237576,0.0004569438,0.0005620341,0.0005037968,0.0003508477,0.00000447221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008817237,"about_ca_system_score_gemma":0.00002096853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002987735,"about_ca_topic_score_gemma":0.0002314822,"domain_scores_codex":[0.9965982,0.0007486825,0.0005973942,0.0003903082,0.001431248,0.0002341149],"domain_scores_gemma":[0.9937671,0.00427975,0.0004585031,0.000702176,0.0007460475,0.00004638968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001542585,0.002464793,0.02039181,0.002642676,0.000432102,0.00002664159,0.02963098,0.0002481222,0.005446861,0.6618289,0.01597001,0.2593745],"study_design_scores_gemma":[0.001704891,0.0008139499,0.1892024,0.0002538449,0.000155638,0.00001347266,0.4595333,0.002755439,0.001974297,0.2754928,0.06778923,0.000310656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286001,0.0003992016,0.007299702,0.02038657,0.00007733073,0.002253843,0.000002761949,0.00001713097,0.04096332],"genre_scores_gemma":[0.9859729,0.0005040268,0.01265097,0.0002197269,0.00001456143,0.00009217685,0.000001246546,0.000006585614,0.0005377453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299023,"threshold_uncertainty_score":0.7818128,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Business; Accounting; Quarter (Canadian coin); Banking industry; Marketing; Public relations; Political science","authors":[{"name":"Nikola Levkov","is_ca":false},{"name":"Nikolina Palamidovska Sterjadovska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2524128989989299,"gpt":0.4392273192261815,"spread":0.1868144202272515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02163489,0.0001980957,0.0003442659,0.0006655981,0.0005757889,0.001002742,0.0004210415,0.0001471642,0.0001552911],"category_scores_gemma":[0.001665228,0.0002065168,0.00003485259,0.002111978,0.0002049094,0.002537683,0.001470108,0.001424941,0.0002534681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992669,"about_ca_system_score_gemma":0.00007692775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220743,"about_ca_topic_score_gemma":0.002462129,"domain_scores_codex":[0.9958173,0.001271291,0.0005905196,0.0006578973,0.00111627,0.0005467343],"domain_scores_gemma":[0.9964129,0.001544092,0.0006693411,0.0006373842,0.000709217,0.00002707036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00377697,0.001482854,0.9573832,0.000271175,0.0001213074,0.0001920573,0.003354019,0.00001946599,0.0001423747,0.02561523,0.0004417921,0.007199608],"study_design_scores_gemma":[0.002049497,0.0001554353,0.8519445,0.00009237423,0.00005778396,0.000003649226,0.08829136,0.0005465846,0.000005483978,0.02370338,0.03279179,0.0003581445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791406,0.00004144831,0.000007496102,0.002739688,0.00005690272,0.002250036,0.00000104593,0.00005888002,0.115704],"genre_scores_gemma":[0.9965061,0.00001262161,0.0001261011,0.000311132,0.000111454,0.0001006448,0.00001518763,0.0000197645,0.002797011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173655,"threshold_uncertainty_score":0.9669462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mihaela Păceşilă","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1105002043633384,"gpt":0.4524817346559707,"spread":0.3419815302926323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003188936,0.00004404055,0.00007775531,0.0000504307,0.00038645,0.00008967013,0.0004173107,0.00001719564,0.00002303588],"category_scores_gemma":[0.001833468,0.00002642257,0.00000523881,0.001112033,0.0003665951,0.0004089974,0.0001003382,0.0001640499,4.413275e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000533155,"about_ca_system_score_gemma":0.000796313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4271289,"about_ca_topic_score_gemma":0.8632317,"domain_scores_codex":[0.9974254,0.0006378323,0.0001575334,0.0001173979,0.001435604,0.0002262358],"domain_scores_gemma":[0.9986953,0.0006776705,0.0001193033,0.0001668618,0.0003091327,0.0000317366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002181738,0.001106595,0.192805,0.00008835566,0.00004831987,0.00002216077,0.2664818,0.000007492663,0.00001828365,0.5312349,0.005283707,0.002685199],"study_design_scores_gemma":[0.0002917144,0.00008893922,0.1193196,0.0000121698,0.00000557561,5.73397e-7,0.6556165,0.00001060046,0.00005542366,0.000965323,0.2235816,0.00005202991],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165164,0.00004358953,0.000009356888,0.01526158,0.00004659182,0.000895662,0.000001834795,0.00000220139,0.06722282],"genre_scores_gemma":[0.9988973,0.0003034405,0.00001520182,0.0002579127,0.00001901371,0.00004902614,4.834951e-7,0.000001443778,0.0004562428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5302696,"threshold_uncertainty_score":0.576686,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mohammad Mirehei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1145740482630632,"gpt":0.4785380658933744,"spread":0.3639640176303112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004536232,0.00004210731,0.00006512205,0.00009967013,0.0009719504,0.0002815229,0.000136466,0.00004455546,0.00008752698],"category_scores_gemma":[0.00121791,0.00003993856,0.000007865559,0.00008528322,0.0002391785,0.0009526778,0.0001876078,0.0001319543,0.00000438962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002344354,"about_ca_system_score_gemma":0.00002775922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01622739,"about_ca_topic_score_gemma":0.04887553,"domain_scores_codex":[0.9985311,0.0004875178,0.0001435848,0.000115699,0.0005410951,0.0001809937],"domain_scores_gemma":[0.9994075,0.000201223,0.0001233058,0.0001167213,0.00009661941,0.00005465735],"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":[0.002068065,0.0005937432,0.2088133,0.0003896585,0.0000571058,0.0000389602,0.1640916,0.000004177156,0.0007875419,0.3793431,0.00455871,0.239254],"study_design_scores_gemma":[0.001358799,0.0001887225,0.5197647,0.00004581105,0.00001212723,4.184824e-7,0.07278192,0.0004745254,0.0001428879,0.002639442,0.4024507,0.0001399876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552645,0.00001655638,0.0001127126,0.008244106,0.00003296899,0.0003182226,0.00000511388,0.000005478522,0.1360003],"genre_scores_gemma":[0.9965209,0.0007958322,0.0002320951,0.00007459475,0.00004322364,0.00001286989,0.000009079024,0.000002101646,0.002309304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3978919,"threshold_uncertainty_score":0.9903237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}