{"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"},"query_hash":"96ebb2fddd10","filters":{"venue":"Bertelsmann Stiftung"}},"results":[{"id":"W6903348652","doi":"10.11586/2018032","title":"A needed evidence revolution","year":2018,"lang":"en","type":"article","venue":"Bertelsmann Stiftung","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Euros; Value (mathematics); Work (physics); Quality (philosophy); Economic Justice; Investment (military); Social policy; Value for money","retraction":null,"screen_n_in":null,"score":{"opus":0.0974822386246126,"gpt":0.3880277256459065,"spread":0.2905454870212939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005660891,0.0001058972,0.0001364191,0.00008070112,0.001305237,0.00007551775,0.000202618,0.00007790162,0.0002321745],"category_scores_gemma":[0.001377618,0.0001008796,0.00005894271,0.0003891479,0.000550366,0.0003727778,0.00005213213,0.00006269441,0.0005788612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102218,"about_ca_system_score_gemma":0.0001596912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02967573,"about_ca_topic_score_gemma":0.05606687,"domain_scores_codex":[0.9986993,0.0001509701,0.0001880254,0.0002351549,0.000353069,0.0003734841],"domain_scores_gemma":[0.9991375,0.0001749503,0.00007684386,0.0002042458,0.0002844363,0.0001220195],"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":[0.00006872969,0.00009084428,0.02657556,0.0000370628,0.00005858156,0.000005274732,0.2952715,0.00000189394,0.001066183,0.111534,0.553907,0.01138341],"study_design_scores_gemma":[0.0006314168,0.0003213506,0.1269637,0.0004253469,0.0001376186,0.000006412385,0.07059224,0.0004165029,0.0008577602,0.01500064,0.7837327,0.000914338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7648951,0.003170543,0.001937868,0.01137832,0.001599623,0.0005835808,0.000006800671,0.0004619247,0.2159663],"genre_scores_gemma":[0.985014,0.0005196867,0.0003878667,0.0006922906,0.002039825,0.00002037332,0.000001728173,0.00000855353,0.01131572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298257,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922417960","doi":"10.11586/2024029","title":"PR steht für politische Repression","year":2024,"lang":"de","type":"article","venue":"Bertelsmann Stiftung","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Psychological repression; Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03750127580562273,"gpt":0.3913003755065129,"spread":0.3537990997008901,"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":[0.0009527776,0.0003382026,0.0004192711,0.0002348832,0.0007428605,0.00129115,0.0005154233,0.0003978456,0.006655905],"category_scores_gemma":[0.0005800767,0.0003007298,0.0004194035,0.001192305,0.0005323005,0.0006212686,0.000165714,0.0005336122,0.005871003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839705,"about_ca_system_score_gemma":0.0009431717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245192,"about_ca_topic_score_gemma":0.0003466007,"domain_scores_codex":[0.9960263,0.0005101252,0.0006666251,0.0008455839,0.0009479612,0.001003354],"domain_scores_gemma":[0.9978027,0.0005841838,0.0001016071,0.0005037723,0.0001535517,0.0008541492],"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":[0.00001345035,0.0001467001,0.0002833362,0.0001754049,0.0004149691,0.0001659621,0.006967012,0.000004645445,0.00005988287,0.8566723,0.1075824,0.027514],"study_design_scores_gemma":[0.0001262946,0.00005358587,0.0006184737,0.0002833549,0.000436463,0.000005841566,0.001871512,0.003839554,0.0001071737,0.00815373,0.9840856,0.0004183955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01375645,0.03365871,0.002112248,0.09932899,0.01041709,0.0007425738,0.0004102267,0.001088022,0.8384857],"genre_scores_gemma":[0.8335705,0.0008348352,0.0001415615,0.001022039,0.004325857,0.00002476662,0.0001110365,0.00003755338,0.1599318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8765033,"threshold_uncertainty_score":0.9999445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959546986","doi":"10.11586/2024038","title":"PR stands for political repression","year":2024,"lang":"en","type":"article","venue":"Bertelsmann Stiftung","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Corporate governance; Democracy; Index (typography); Quality (philosophy); Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02835903040538758,"gpt":0.2523738821936374,"spread":0.2240148517882498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001758351,0.000111904,0.0001262481,0.00001098656,0.0001643246,0.0001118584,0.0001272254,0.0000912056,0.0001351081],"category_scores_gemma":[0.00003506213,0.00003676876,0.0001130067,0.0001357073,0.00002186777,0.00007482044,0.000036831,0.00007338593,0.00003134365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002259706,"about_ca_system_score_gemma":0.00000921824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001671045,"about_ca_topic_score_gemma":0.00009178493,"domain_scores_codex":[0.9989834,0.00002127915,0.0001481827,0.0003277079,0.0001508719,0.0003684918],"domain_scores_gemma":[0.9995439,0.0002376654,0.00001665664,0.00004777643,0.00003071171,0.0001232887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004713723,0.00003973368,0.00007989535,0.00005434245,0.00001821036,0.00005961791,0.00002919323,0.000001443998,0.8046969,0.1202546,0.006315936,0.06840302],"study_design_scores_gemma":[0.0002746461,0.0005392174,0.0095454,0.0005084581,0.00009027645,0.0001063176,0.0004539966,0.006177106,0.05873799,0.03419126,0.8886686,0.0007067521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671041,0.003447311,0.003378653,0.006382923,0.002008929,0.0009138972,0.001615338,0.0007610719,0.01438778],"genre_scores_gemma":[0.9951822,0.00002489003,0.0003463391,0.0001474131,0.0005812461,0.00004122887,0.0001315868,0.000001621078,0.003543437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8823527,"threshold_uncertainty_score":0.1499387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922171961","doi":"10.11586/2023049","title":"Learning from Canada? Useful Insights for Germany’s Integration Policy","year":2023,"lang":"en","type":"article","venue":"Bertelsmann Stiftung","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","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":"Viewpoints; Multiculturalism; Diversity (politics); General partnership; Immigration; Civil society; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.0442386136887773,"gpt":0.3165941471376716,"spread":0.2723555334488943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534643,0.0001300077,0.0001562746,0.0002153649,0.0008973099,0.000175998,0.0002552624,0.00009746573,0.00007016119],"category_scores_gemma":[0.0008472148,0.0001409182,0.00007300579,0.0008102766,0.00008123549,0.0005134291,0.00002429479,0.0001311848,0.00006988981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730628,"about_ca_system_score_gemma":0.001720974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.895489,"about_ca_topic_score_gemma":0.9883022,"domain_scores_codex":[0.9983626,0.0001342561,0.0002652421,0.0002959752,0.0005994157,0.0003425134],"domain_scores_gemma":[0.9988415,0.0004890614,0.000106036,0.0001306348,0.0002942862,0.0001384614],"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":[0.00007898186,0.0001145984,0.04708291,0.00005131371,0.0002443761,0.0000408014,0.1262464,0.003607824,0.002788597,0.7001788,0.0868193,0.03274608],"study_design_scores_gemma":[0.0005214293,0.00002985032,0.5936118,0.00004151849,0.00005047524,3.086442e-7,0.01036667,0.003683351,0.0005198733,0.02949957,0.3612232,0.0004519403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828619,0.00006013063,0.001665278,0.007083965,0.0007659331,0.0004826729,0.00006701357,0.0003134817,0.006699632],"genre_scores_gemma":[0.9908298,0.00005304393,0.0001521505,0.0002900571,0.0008280698,0.00006599785,0.0005203927,0.00002203625,0.007238417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6706792,"threshold_uncertainty_score":0.6901473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}