{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"f1dbdad9cfc0","filters":{"venue":"Die Aktiengesellschaft"}},"results":[{"id":"W4405722940","doi":"10.9785/ag-2025-701-217","title":"Börsen Toronto und Brasilien arbeiten zusammen","year":2024,"lang":"de","type":"article","venue":"Die Aktiengesellschaft","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Art","authors":[{"name":"Marianne Gajo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02118421202467035,"gpt":0.2657396249468224,"spread":0.244555412922152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001854624,0.0006940684,0.0009698724,0.0004010769,0.0003417088,0.0007767282,0.0009212897,0.0005605948,0.003000705],"category_scores_gemma":[0.0003080575,0.0008413788,0.0004985161,0.0006690659,0.0003324333,0.001066347,0.0003572314,0.0005673807,0.009615652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223229,"about_ca_system_score_gemma":0.0001614245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784982,"about_ca_topic_score_gemma":0.0008045215,"domain_scores_codex":[0.9948215,0.0001093731,0.001573969,0.001975466,0.0002491699,0.001270489],"domain_scores_gemma":[0.9971544,0.0004789253,0.0003535615,0.001556467,0.0001192899,0.0003374153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295327,0.002011498,0.06342975,0.002745844,0.002930362,0.0001700307,0.03016512,0.00137385,0.00007958128,0.7435691,0.02714946,0.1262458],"study_design_scores_gemma":[0.0005270252,0.0003104691,0.0314297,0.0002363614,0.0002005975,0.000003695058,0.0003252212,0.02876194,0.00008060381,0.02616258,0.9107388,0.00122297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1439278,0.7802309,0.001719877,0.002204215,0.01230204,0.001001645,0.0008886881,0.0004699347,0.05725494],"genre_scores_gemma":[0.9667558,0.01800806,0.0005647399,0.0002381401,0.002254187,0.00006374167,0.0001607882,0.0002187982,0.01173576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8835894,"threshold_uncertainty_score":0.9994037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405703807","doi":"10.9785/ag-2025-701-216","title":"Einführung der Canada Climate Week Xchange","year":2024,"lang":"de","type":"article","venue":"Die Aktiengesellschaft","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Political science","authors":[{"name":"Marianne Gajo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008377362686285425,"gpt":0.2016492444767807,"spread":0.1932718817904953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003641883,0.0007146341,0.0004648119,0.0000238071,0.0004015421,0.0002082855,0.0006558463,0.0002821989,0.00567826],"category_scores_gemma":[0.00001793504,0.0006981809,0.0002106235,0.0003998844,0.0004536997,0.0004438003,0.000832706,0.0007201661,0.007943403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794875,"about_ca_system_score_gemma":0.000151175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2521437,"about_ca_topic_score_gemma":0.13656,"domain_scores_codex":[0.9954656,0.0001111613,0.0005730076,0.001195511,0.001051349,0.00160332],"domain_scores_gemma":[0.9984301,0.0001535909,0.0001073341,0.0007016716,0.000007104422,0.0006002191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003408819,0.002132886,0.06128097,0.003400737,0.002752756,0.01218429,0.01487268,0.1421356,0.004338062,0.003254065,0.1811634,0.5721437],"study_design_scores_gemma":[0.0003276792,0.0002369795,0.01236464,0.0002580156,0.0003987725,0.00002074225,0.0009958778,0.09211633,0.000292079,0.0001628748,0.8916234,0.001202608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.693372,0.2417447,0.00318105,0.005983335,0.02102066,0.001740148,0.0006546453,0.000661924,0.03164161],"genre_scores_gemma":[0.9453208,0.0363199,0.002062779,0.001689306,0.0009593096,0.00005891174,0.00008475253,0.0002379545,0.01326623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.71046,"threshold_uncertainty_score":0.9995469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403844644","doi":"10.9785/ag-2024-692116","title":"ESMA kooperiert mit British Columbia Securities Commission","year":2024,"lang":"de","type":"article","venue":"Die Aktiengesellschaft","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Commission; Political science; Finance","authors":[{"name":"Marianne Gajo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01844771159991825,"gpt":0.2218194482719102,"spread":0.2033717366719919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005183676,0.0003670373,0.0008003834,0.0001976568,0.0005311425,0.003219558,0.0005094631,0.000502111,0.007304302],"category_scores_gemma":[0.0002170266,0.0006616867,0.0004516828,0.0005991561,0.0002846871,0.0005719279,0.0002355924,0.000555983,0.008206476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229645,"about_ca_system_score_gemma":0.0001155666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029737,"about_ca_topic_score_gemma":0.005599154,"domain_scores_codex":[0.9967306,0.00005754234,0.001107026,0.001075568,0.0001772725,0.0008519791],"domain_scores_gemma":[0.9985947,0.0001204947,0.0001990406,0.0005869616,0.0001218321,0.0003769697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004140168,0.000529792,0.01678947,0.001436423,0.0005797226,0.0006419487,0.0034294,0.00004145908,0.0000117893,0.07269217,0.7988858,0.1049206],"study_design_scores_gemma":[0.0003983238,0.000170697,0.01576898,0.0007537083,0.0000693,0.00001525652,0.0003158422,0.002910706,0.00002074057,0.01170883,0.9671096,0.0007580135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1932633,0.6969193,0.0002293796,0.001501519,0.01194555,0.0005585049,0.00235351,0.0003617444,0.0928672],"genre_scores_gemma":[0.8223945,0.04548313,0.0001351358,0.0003263928,0.001337898,0.00004909702,0.000152591,0.0001241988,0.1299971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6514362,"threshold_uncertainty_score":0.9995834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}