{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"0b845eb3283d","filters":{"venue":"UbG - Die Unternehmensbesteuerung"}},"results":[{"id":"W4205212431","doi":"10.9785/ubg-2020-130301","title":"Inhalt","year":2020,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoopers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02225077717362967,"gpt":0.2400996880342146,"spread":0.2178489108605849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000182734,0.001834986,0.002228376,0.000229571,0.001454162,0.003171066,0.001119486,0.0007522895,0.02157697],"category_scores_gemma":[0.00005855339,0.001715916,0.001059177,0.0001539915,0.0007691684,0.000460292,0.0007695915,0.002149883,0.08399978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995656,"about_ca_system_score_gemma":0.0001911858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005209124,"about_ca_topic_score_gemma":0.002008724,"domain_scores_codex":[0.9937344,0.0002415373,0.001629517,0.001887888,0.0009662296,0.001540424],"domain_scores_gemma":[0.9968504,0.000152082,0.0008700101,0.001005786,0.0005389544,0.0005827206],"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":[0.0001002534,0.0002533548,0.0001653551,0.001239694,0.002166799,0.0008294492,0.08096293,0.000003830819,0.00004380864,0.01462829,0.8987621,0.0008441079],"study_design_scores_gemma":[0.0008852737,0.0005632428,0.0000795241,0.001328381,0.001044979,0.00001985432,0.007601092,0.00002162662,0.00004603911,0.0001716946,0.9863637,0.001874586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004002632,0.1608573,0.0000106962,0.003234441,0.02155216,0.001406533,0.00256256,0.0003744616,0.8059992],"genre_scores_gemma":[0.1315241,0.008731117,0.000039921,0.007561349,0.025629,0.000177906,0.003927511,0.0003434297,0.8220657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1521262,"threshold_uncertainty_score":0.9998458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206785044","doi":"10.9785/ubg-2019-120702","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206282468","doi":"10.9785/ubg-2020-130201","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoopers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205941256","doi":"10.9785/ubg-2020-130101","title":"Inhalt","year":2020,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true},{"name":"Der Schönfeld","is_ca":true},{"name":"Ditz Istder Elementare Wegweiser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02225077717362967,"gpt":0.2400996880342146,"spread":0.2178489108605849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000182734,0.001834986,0.002228376,0.000229571,0.001454162,0.003171066,0.001119486,0.0007522895,0.02157697],"category_scores_gemma":[0.00005855339,0.001715916,0.001059177,0.0001539915,0.0007691684,0.000460292,0.0007695915,0.002149883,0.08399978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995656,"about_ca_system_score_gemma":0.0001911858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005209124,"about_ca_topic_score_gemma":0.002008724,"domain_scores_codex":[0.9937344,0.0002415373,0.001629517,0.001887888,0.0009662296,0.001540424],"domain_scores_gemma":[0.9968504,0.000152082,0.0008700101,0.001005786,0.0005389544,0.0005827206],"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":[0.0001002534,0.0002533548,0.0001653551,0.001239694,0.002166799,0.0008294492,0.08096293,0.000003830819,0.00004380864,0.01462829,0.8987621,0.0008441079],"study_design_scores_gemma":[0.0008852737,0.0005632428,0.0000795241,0.001328381,0.001044979,0.00001985432,0.007601092,0.00002162662,0.00004603911,0.0001716946,0.9863637,0.001874586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004002632,0.1608573,0.0000106962,0.003234441,0.02155216,0.001406533,0.00256256,0.0003744616,0.8059992],"genre_scores_gemma":[0.1315241,0.008731117,0.000039921,0.007561349,0.025629,0.000177906,0.003927511,0.0003434297,0.8220657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1521262,"threshold_uncertainty_score":0.9998458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206654483","doi":"10.9785/ubg-2019-121101","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243480448","doi":"10.9785/ubg-2019-120301","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239160075","doi":"10.9785/ubg-2018-111101","title":"Inhalt","year":2018,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Linklaters Llp","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true},{"name":"Klaus-Dieter Drüen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01891671092942109,"gpt":0.2490418548279146,"spread":0.2301251438984935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003318524,0.00185521,0.002014577,0.0003439704,0.0019741,0.003357433,0.001183657,0.0009125079,0.04228806],"category_scores_gemma":[0.00005051768,0.001686242,0.0009646122,0.0001374574,0.001509691,0.0005178976,0.0007517949,0.0015587,0.1153496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440176,"about_ca_system_score_gemma":0.0001861406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007312048,"about_ca_topic_score_gemma":0.004936383,"domain_scores_codex":[0.9934515,0.0002490956,0.001644661,0.001868915,0.0009746815,0.001811097],"domain_scores_gemma":[0.9960676,0.0001487676,0.0009475977,0.001409914,0.000988513,0.0004376255],"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":[0.00008704072,0.0003217143,0.0002026084,0.0007962686,0.001953194,0.000332731,0.06201814,9.824314e-7,0.00002632567,0.008873103,0.924764,0.0006239334],"study_design_scores_gemma":[0.0008496433,0.000722867,0.0001167112,0.00186151,0.0009732151,0.00002749238,0.005820629,0.00001064202,0.00006237505,0.0002623746,0.98737,0.001922602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01500312,0.1136966,0.000007467254,0.0006797106,0.0312053,0.001203789,0.001909351,0.0002821724,0.8360125],"genre_scores_gemma":[0.08264156,0.005414179,0.00003764255,0.002753221,0.0330056,0.0001525383,0.002595203,0.0002821966,0.8731179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082824,"threshold_uncertainty_score":0.9994193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206301461","doi":"10.9785/ubg-2019-120401","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205581107","doi":"10.9785/ubg-2019-120901","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true},{"name":"Florian Geiger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205102036","doi":"10.9785/ubg-2019-120501","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205662836","doi":"10.9785/ubg-2019-121201","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true},{"name":"Sven Hentschel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231733779","doi":"10.9785/ubg-2019-120201","title":"Inhalt","year":2019,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Herausgeber Wp","is_ca":true},{"name":"Thomas Rödder","is_ca":true},{"name":"Florian Haase","is_ca":true},{"name":"M Tax","is_ca":true},{"name":"Verbindung Mit Vribfh","is_ca":true},{"name":"Roland Wacker","is_ca":true},{"name":"Vribfh","is_ca":true},{"name":"Michael Wendt","is_ca":true},{"name":"Rolf Möhlenbrock","is_ca":true},{"name":"Steffen Neumann","is_ca":true},{"name":"Rainer Hüttemann","is_ca":true},{"name":"Christoph Spengel","is_ca":true},{"name":"Christian Dorenkamp","is_ca":true},{"name":"Mathias Gerner","is_ca":true},{"name":"Martina Baumgärtel","is_ca":true},{"name":"Peter Carstens","is_ca":true},{"name":"Otto Gmbh","is_ca":true},{"name":"co Kg wp","is_ca":true},{"name":"Hans-Martin Eckstein","is_ca":true},{"name":"Price- Waterhousecoupers Ag","is_ca":true},{"name":"Christoph Felder","is_ca":true},{"name":"Ford-Werke Gmbh","is_ca":true},{"name":"Brigitte Fischer","is_ca":true},{"name":"Freudenberg Kg","is_ca":true},{"name":"Guido Förster","is_ca":true},{"name":"Mdig Volker Freund","is_ca":true},{"name":"Bayerisches Staatsministerium Der Finanzen","is_ca":true},{"name":"Ra","is_ca":true},{"name":"W Stb","is_ca":true},{"name":"Wilhelm Haarmann","is_ca":true},{"name":"Wolfgang Haas","is_ca":true},{"name":"Michael Hendricks","is_ca":true},{"name":"Berend Holst","is_ca":true},{"name":"Ag Volkswagen","is_ca":true},{"name":"Ralf Wp","is_ca":true},{"name":"Ag Bdo","is_ca":true},{"name":"Stefan Köhler","is_ca":true},{"name":"Ernst young Gmbh","is_ca":true},{"name":"Stb","is_ca":true},{"name":"Michael Kröner","is_ca":true},{"name":"Robert Risse","is_ca":true},{"name":"Ag Kgaa","is_ca":true},{"name":"Volker Schmidt-Fehrenbacher","is_ca":true},{"name":"Vodafone Gmbh","is_ca":true},{"name":"Markus Suchanek","is_ca":true},{"name":"Gocke Schaumburg","is_ca":true},{"name":"Werner Thumbs","is_ca":true},{"name":"Heike Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690867057911261,"gpt":0.2398110747069472,"spread":0.2229024041278346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}