{"meta":{"query_hash":"e1065c9f05c0","filters":{"venue":"Controlling & Management"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/e1065c9f05c0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Controlling+%26+Management"},"results":[{"id":"W161206159","doi":"10.1365/s12176-006-0611-2","title":"Humankapital als Beitrag zum Value Reporting","year":2006,"lang":"de","type":"article","venue":"Controlling & Management","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business","score_opus":0.014416542560593892,"score_gpt":0.21935079463486734,"score_spread":0.20493425207427346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161206159","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09120936,0.057841167,0.088092096,0.013584579,0.028960831,0.012435157,0.000069434456,0.0028745376,0.7049328],"genre_scores_gemma":[0.9462951,0.0009076315,0.0012466047,0.004067384,0.0121290935,0.0002966997,0.00034924704,0.0002464293,0.03446184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910659,0.00005809192,0.0037494593,0.0017841817,0.0015149072,0.0018274424],"domain_scores_gemma":[0.991522,0.000079848636,0.0064821923,0.0014670085,0.00038240393,0.000066530345],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029780462,0.0011512092,0.001434034,0.0007875788,0.0010036656,0.0025150937,0.0010775027,0.0002404132,0.00064200576],"category_scores_gemma":[0.00017607753,0.001232968,0.00083608483,0.0010894486,0.00016487669,0.001629657,0.0013413524,0.0005033323,0.0040095127],"study_design_candidate":"not_applicable","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":[0.0004299242,0.0015404328,0.008791153,0.004008931,0.0022447645,0.0041209855,0.000098756165,0.0106358295,0.00026664764,0.69527805,0.19523406,0.07735049],"study_design_scores_gemma":[0.0055124415,0.000049489063,0.018836858,0.0009670415,0.0034946855,0.0000027181088,0.00045881912,0.019223807,0.00003767651,0.036393214,0.913208,0.0018152389],"about_ca_topic_score_codex":0.0020842047,"about_ca_topic_score_gemma":0.00017980799,"teacher_disagreement_score":0.85508573,"about_ca_system_score_codex":0.0003493056,"about_ca_system_score_gemma":0.00004381009,"threshold_uncertainty_score":0.999012},"labels":[],"label_agreement":null},{"id":"W2118328945","doi":"10.1007/s12176-008-0117-1","title":"Das Performance Board als Werkzeug zur Strategieumsetzung und kontinuierlichen Leistungssteigerung","year":2008,"lang":"de","type":"article","venue":"Controlling & Management","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Business","score_opus":0.020307569787287295,"score_gpt":0.23161751842977493,"score_spread":0.21130994864248764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118328945","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":[0.5234945,0.09428871,0.016182274,0.007489457,0.020464143,0.012426477,0.00007938395,0.0022641413,0.3233109],"genre_scores_gemma":[0.93453896,0.019060455,0.0005014691,0.0035211071,0.005218678,0.0003352001,0.00019100794,0.00025210725,0.036381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99202096,0.000082905804,0.0019229379,0.0019726169,0.0017882294,0.0022123426],"domain_scores_gemma":[0.99554896,0.00009591547,0.0018821787,0.0018264519,0.0004929938,0.00015348279],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001550428,0.0014895435,0.0015953023,0.0008623439,0.001594009,0.001629556,0.0017594998,0.00031168037,0.0006246906],"category_scores_gemma":[0.00005725228,0.0015722596,0.00067733024,0.0014715043,0.00033416247,0.0029237901,0.0015775034,0.0007261443,0.007016344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003511914,0.003488761,0.09669396,0.014694264,0.01770347,0.0076055895,0.0015242174,0.021907644,0.000467494,0.12282997,0.41183844,0.29773426],"study_design_scores_gemma":[0.0072821947,0.000107297135,0.05914799,0.001100713,0.0034424902,0.0000036726337,0.00068313914,0.022114834,0.000037255682,0.0009831414,0.90298575,0.0021115032],"about_ca_topic_score_codex":0.00086011016,"about_ca_topic_score_gemma":0.00018150432,"teacher_disagreement_score":0.4911473,"about_ca_system_score_codex":0.00044118104,"about_ca_system_score_gemma":0.000115572344,"threshold_uncertainty_score":0.99978536},"labels":[],"label_agreement":null},{"id":"W2244721803","doi":"10.1007/s12176-011-0072-0","title":"ERP und Umsatzsteuer: „Häufig eine gefährliche Kombination“","year":2011,"lang":"de","type":"article","venue":"Controlling & Management","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business","score_opus":0.031683923118092934,"score_gpt":0.2245489129547826,"score_spread":0.19286498983668968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244721803","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034557655,0.08520426,0.06480402,0.01095794,0.022480968,0.0089472765,0.00005577216,0.002425673,0.77056646],"genre_scores_gemma":[0.9661769,0.0013214514,0.0009415722,0.0051714084,0.0025980615,0.00017224599,0.0001441042,0.00013614791,0.02333808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615085,0.00006609703,0.0010943719,0.0010149888,0.0007553394,0.00091833505],"domain_scores_gemma":[0.9970775,0.00006508159,0.0013263723,0.000943183,0.0005076666,0.00008017019],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001227763,0.00070467,0.00070415926,0.00073311105,0.00060611276,0.00089441024,0.0008736494,0.0001864052,0.0029069611],"category_scores_gemma":[0.00011769143,0.0007265573,0.0003378472,0.0011250925,0.0001455359,0.0012467194,0.00056969613,0.00037689944,0.010698443],"study_design_candidate":"not_applicable","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":[0.00092355284,0.0020720167,0.009081356,0.0026522423,0.004506558,0.0005822828,0.0007427301,0.00077262183,0.0002037275,0.6527764,0.049935933,0.27575058],"study_design_scores_gemma":[0.0071282242,0.00005225942,0.016740076,0.00050597516,0.0030402292,6.848547e-7,0.0003808256,0.027692802,0.000080923484,0.016606715,0.9265052,0.0012660862],"about_ca_topic_score_codex":0.00027447855,"about_ca_topic_score_gemma":0.000058838123,"teacher_disagreement_score":0.9316193,"about_ca_system_score_codex":0.00014933085,"about_ca_system_score_gemma":0.00003455576,"threshold_uncertainty_score":0.9995186},"labels":[],"label_agreement":null}]}