{"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":"83b4f26d11a8","filters":{"venue":"Zeitschrift für Soziologie"}},"results":[{"id":"W1668651522","doi":"10.1515/zfsoz-2002-0404","title":"Darwin und die Soziologie / Darwin and Sociology","year":2002,"lang":"de","type":"article","venue":"Zeitschrift für Soziologie","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Philosophy; Political science","authors":[{"name":"Bernd Baldus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0551493610577613,"gpt":0.3355914170912397,"spread":0.2804420560334784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756086,0.0003925201,0.000377668,0.001290953,0.001896202,0.003308758,0.0003947562,0.001769,0.008671491],"category_scores_gemma":[0.002360698,0.0001538956,0.0003693846,0.0009435131,0.01048755,0.003051928,0.001557868,0.002198576,0.001058506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00450601,"about_ca_system_score_gemma":0.002274088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003849201,"about_ca_topic_score_gemma":0.003351588,"domain_scores_codex":[0.9986244,0.0007893175,0.00004191136,0.000180792,0.000253996,0.000109538],"domain_scores_gemma":[0.9985999,0.0008249384,0.0001198772,0.0001295922,0.0002088924,0.0001167484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001179379,0.00000836321,0.0005082631,0.00007764641,0.000008347863,0.0000567039,0.001062766,0.0003636444,0.0001044626,0.9660546,0.01868917,0.01305425],"study_design_scores_gemma":[0.000009370275,0.0000122776,0.00132173,0.0001928248,0.000006309645,0.0001320984,0.0009823696,0.0003819125,0.0001173329,0.6361102,0.3607222,0.0000114102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0275851,0.1788687,0.01196557,0.1314702,0.004019199,0.00005322408,0.0002782494,0.0001019506,0.6456578],"genre_scores_gemma":[0.7611341,0.06695165,0.005044837,0.01202761,0.00352458,0.0001070574,0.0001696271,0.00008933037,0.1509511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008671491,"threshold_uncertainty_score":0.03269351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2303154253","doi":"10.1515/zfsoz-2008-0304","title":"Drogendealer im Spannungsfeld zwischen islamischen Werten, Alltag in Deutschland und Kriminalität / Drug Dealers Between Islamic Values, Everyday Life in Germany and Criminal Activity","year":2008,"lang":"de","type":"article","venue":"Zeitschrift für Soziologie","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Humanities; Gynecology; Art; Medicine","authors":[{"name":"Sandra M. Bucerius","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08132650000699475,"gpt":0.3587403387587544,"spread":0.2774138387517596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168084,0.0001638833,0.0002514046,0.001533117,0.001925154,0.002604063,0.0002124631,0.0003575031,0.006030425],"category_scores_gemma":[0.002306799,0.0001876748,0.0001844068,0.0020765,0.00224832,0.001487716,0.00180502,0.0004320045,0.0002501383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261573,"about_ca_system_score_gemma":0.00227201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05144216,"about_ca_topic_score_gemma":0.1148045,"domain_scores_codex":[0.9989353,0.0004493817,0.00009442928,0.0001326234,0.0001106155,0.0002776876],"domain_scores_gemma":[0.9981166,0.000824172,0.0006853144,0.0000584511,0.0001639769,0.0001514505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002450995,0.0001103411,0.6194633,0.0003978716,0.00006973252,0.0007973523,0.3355561,0.0001499705,0.001016772,0.009002458,0.001335511,0.03185561],"study_design_scores_gemma":[0.000003197966,0.0000509075,0.6568104,0.0002459888,0.00002454105,0.0001944612,0.3374381,0.00005651458,0.0002551054,0.0003556018,0.004551053,0.00001409638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968204,0.0008107434,0.00005222733,0.0003206374,0.00001046924,0.000005131717,0.00006740604,7.146415e-7,0.001912259],"genre_scores_gemma":[0.9988526,0.000369666,0.00003972388,0.0000562256,0.000004253943,0.000006498011,0.00004507267,8.259159e-7,0.0006251488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05144216,"threshold_uncertainty_score":0.1022854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285406581","doi":"10.1515/zfsoz-2022-2002","title":"Die Gutachter:innen zum 50. Jahrgang (2021)","year":2022,"lang":"de","type":"article","venue":"Zeitschrift für Soziologie","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Staples (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Petra Aigner","is_ca":true},{"name":"Linz Alkemeyer","is_ca":true},{"name":"Oldenburg Thomas","is_ca":true},{"name":"Klaus-Dieter Altmeppen","is_ca":true},{"name":"Eichstätt Ammann","is_ca":true},{"name":"Bielefeld Anicker","is_ca":true},{"name":"Münster Fabian","is_ca":true},{"name":"Duisburg Armbruster","is_ca":true},{"name":"Gina Atzeni","is_ca":true},{"name":"München Augustijn","is_ca":true},{"name":"Duisburg Lara","is_ca":true},{"name":"Ruth Ayaß","is_ca":true},{"name":"Bielefeld Bach","is_ca":true},{"name":"Mannheim Backes","is_ca":true},{"name":"Vechta Behrens","is_ca":true},{"name":"Berlin Bereswill","is_ca":true},{"name":"Kassel Mechthild","is_ca":true},{"name":"Roger L. Berger","is_ca":true},{"name":"Leipzig Berghammer","is_ca":true},{"name":"Wien Best","is_ca":true},{"name":"K. Henning","is_ca":true},{"name":"Trier Daniel","is_ca":true},{"name":"Tübingen Floris","is_ca":true},{"name":"Bamberg Felix","is_ca":true},{"name":"Birgit Blättel‐Mink","is_ca":true},{"name":"Berlin Blank","is_ca":true},{"name":"B Johannesen Tom","is_ca":true},{"name":"Bonn Jörg","is_ca":true},{"name":"Augsburg Martin","is_ca":true},{"name":"Andreas Boes","is_ca":true},{"name":"München Böhringer","is_ca":true},{"name":"Duisburg Boldt-Jaremko","is_ca":true},{"name":"Thea Käthe","is_ca":true},{"name":"Potsdam Brauer","is_ca":true},{"name":"Neubrandenburg Kai","is_ca":true},{"name":"Berlin Brünning","is_ca":true},{"name":"B. Florian","is_ca":true},{"name":"Stefanie Büchner","is_ca":true},{"name":"H. E. Büttner","is_ca":true},{"name":"Berlin Carstensen","is_ca":true},{"name":"München Corsten","is_ca":true},{"name":"Hildesheim Michael","is_ca":true},{"name":"Mainz Torsten","is_ca":true},{"name":"Sebastian Dahm","is_ca":true},{"name":"Bielefeld Dangschad","is_ca":true},{"name":"Wien Dederich","is_ca":true},{"name":"K. Dilger","is_ca":true},{"name":"L. Clara","is_ca":true},{"name":"Julia Dittmar","is_ca":true},{"name":"Berlin Karolin","is_ca":true},{"name":"J. Antonelli Patrick","is_ca":true},{"name":"Braunschweig Christian","is_ca":true},{"name":"Konstanz Clemens","is_ca":true},{"name":"Bielefeld Thomas","is_ca":true},{"name":"Leipzig Robert","is_ca":true},{"name":"Axel Franzen","is_ca":true},{"name":"Bern Fritz-Hoffmann","is_ca":true},{"name":"Bielefeld Fuhse","is_ca":true},{"name":"Berlin Gamper","is_ca":true},{"name":"Köln Gerlinger","is_ca":true},{"name":"Kassel Lars","is_ca":true},{"name":"Bern David","is_ca":true},{"name":"Berlin Cornelia","is_ca":true},{"name":"Heike Greschke","is_ca":true},{"name":"Dresden Greshoff","is_ca":true},{"name":"Bremen Häußling","is_ca":true},{"name":"A. Baldwin Roger","is_ca":true},{"name":"Bielefeld Kerstin","is_ca":true},{"name":"Jonathan Harth","is_ca":true},{"name":"Witten Haußner","is_ca":true},{"name":"Duisburg Hambauer","is_ca":true},{"name":"Göttingen Heiland","is_ca":true},{"name":"Hermanni Von","is_ca":true},{"name":"Dresden Hagen","is_ca":true},{"name":"Berlin Felicitas","is_ca":true},{"name":"Tübingen Steffen","is_ca":true},{"name":"Hamburg Thomas","is_ca":true},{"name":"Dagmar Hoffmann","is_ca":true},{"name":"Siegen Hornbostel","is_ca":true},{"name":"Berlin Hubrich","is_ca":true},{"name":"Oldenburg Michael","is_ca":true},{"name":"Berlin Christian","is_ca":true},{"name":"Stefan Immerfall","is_ca":true},{"name":"Gmünd Schwäbisch","is_ca":true},{"name":"W.L. Jansen","is_ca":true},{"name":"Trier Uwe","is_ca":true},{"name":"Kay Junge","is_ca":true},{"name":"Bielefeld Uwe","is_ca":true},{"name":"Mannheim Frank","is_ca":true},{"name":"Hamburg Udo","is_ca":true},{"name":"Markus Klein","is_ca":true},{"name":"Hannover Kleinert","is_ca":true},{"name":"Bamberg Corinna","is_ca":true},{"name":"Lisa Knoll","is_ca":true},{"name":"Paderborn Koopmans","is_ca":true},{"name":"Berlin Ruud","is_ca":true},{"name":"Dortmund Kotthaus","is_ca":true},{"name":"Michaela Kreyenfeld","is_ca":true},{"name":"Berlin Kroh","is_ca":true},{"name":"Lehn Vom Dirk","is_ca":true},{"name":"London Leontowitsch","is_ca":true},{"name":"Miranda Kathrin","is_ca":true},{"name":"Jena Lohse","is_ca":true},{"name":"L Cotton Simon","is_ca":true},{"name":"Stephan Lorenz","is_ca":true},{"name":"Jena Lübke","is_ca":true},{"name":"Duisburg Marz","is_ca":true},{"name":"Rostock Matthes","is_ca":true},{"name":"Nürnberg Matiaske","is_ca":true},{"name":"Hamburg Wenzel","is_ca":true},{"name":"Oldenburg Hironori","is_ca":true},{"name":"Elisabeth Maué","is_ca":true},{"name":"Konstanz Mayerl","is_ca":true},{"name":"Chemnitz Meier","is_ca":true},{"name":"Andrea Lars","is_ca":true},{"name":"London Menze","is_ca":true},{"name":"Berlin Laura","is_ca":true},{"name":"Sigrid Metz-Göckel","is_ca":true},{"name":"Dortmund Meyer","is_ca":true},{"name":"Konstanz Christian","is_ca":true},{"name":"Karoline Mikus","is_ca":true},{"name":"Tübingen Minnetian","is_ca":true},{"name":"Bielefeld Misoch","is_ca":true},{"name":"St Gallen Möller","is_ca":true},{"name":"Dortmund Müller","is_ca":true},{"name":"München Julian","is_ca":true},{"name":"Tübingen Marion","is_ca":true},{"name":"B. Florian","is_ca":true},{"name":"Berlin Oliver","is_ca":true},{"name":"Berlin Martin","is_ca":true},{"name":"Berlin Valentin","is_ca":true},{"name":"Nürnberg Christopher","is_ca":true},{"name":"Mainz Gunnar","is_ca":true},{"name":"Johanna Paul","is_ca":true},{"name":"Bielefeld Paulus","is_ca":true},{"name":"Erfurt Pfeffer","is_ca":true},{"name":"Michigan Fabian","is_ca":true},{"name":"Axel Philipps","is_ca":true},{"name":"H. Pickel","is_ca":true},{"name":"Leipzig Gert","is_ca":true},{"name":"Matthias Pollmann‐Schult","is_ca":true},{"name":"Magdeburg Pritz","is_ca":true},{"name":"Nürnberg Sarah","is_ca":true},{"name":"Paula Protsch","is_ca":true},{"name":"Berlin Quast","is_ca":true},{"name":"Hannover Ringel","is_ca":true},{"name":"Bielefeld Leopold","is_ca":true},{"name":"Siegen Tobias","is_ca":true},{"name":"Zürich Jörg","is_ca":true},{"name":"Oxford Tobias","is_ca":true},{"name":"München Saake","is_ca":true},{"name":"Bremen Patrick","is_ca":true},{"name":"Halle Reinhold","is_ca":true},{"name":"Saale Sander","is_ca":true},{"name":"Berlin Tobias","is_ca":true},{"name":"S. Schäfer","is_ca":true},{"name":"H Senanayake Chris","is_ca":true},{"name":"Brigitte Thomas","is_ca":true},{"name":"Nürnberg Schendzielorz","is_ca":true},{"name":"Hannover Cornelia","is_ca":true},{"name":"Larissa Schindler","is_ca":true},{"name":"Bayreuth Schmale","is_ca":true},{"name":"Köln Schmid","is_ca":true},{"name":"Kassel Schmidt","is_ca":true},{"name":"Bielefeld Schmidt-Lux","is_ca":true},{"name":"Leipzig Thomas","is_ca":true},{"name":"Marco Schmitt","is_ca":true},{"name":"Aachen Schneck","is_ca":true},{"name":"München Schneijderberg","is_ca":true},{"name":"A. Shively Christian","is_ca":true},{"name":"Bremen Schreier","is_ca":true},{"name":"Siegen Cornelius","is_ca":true},{"name":"Köln Frank","is_ca":true},{"name":"Gießen Doris","is_ca":true},{"name":"Berlin David","is_ca":true},{"name":"D Robert","is_ca":true},{"name":"Christoph Spörlein","is_ca":true},{"name":"Düsseldorf Spreen","is_ca":true},{"name":"Berlin Sprenger","is_ca":true},{"name":"Erlangen Ronald","is_ca":true},{"name":"Bamberg Christian","is_ca":true},{"name":"Janna Teltemann","is_ca":true},{"name":"Hildesheim Terhart","is_ca":true},{"name":"Köln Henrike","is_ca":true},{"name":"Zürich Martin","is_ca":true},{"name":"Heike Trappe","is_ca":true},{"name":"Rostock Truschkat","is_ca":true},{"name":"Berlin Vormbusch","is_ca":true},{"name":"H F Bunz Uwe","is_ca":true},{"name":"Würzburg Wagner","is_ca":true},{"name":"Greta Wagner","is_ca":true},{"name":"Darmstadt Waibel","is_ca":true},{"name":"Wedelstaedt Von","is_ca":true},{"name":"Konstanz Ulrich","is_ca":true},{"name":"Jan Wehrheim","is_ca":true},{"name":"Essen Weißmann","is_ca":true},{"name":"M.A. Navas Martín","is_ca":true},{"name":"Bielefeld Tobias","is_ca":true},{"name":"Maastricht Katarina","is_ca":true},{"name":"Matthias J. Wieser","is_ca":true},{"name":"Klagenfurt Wilm","is_ca":true},{"name":"Bielefeld Dorothee","is_ca":true},{"name":"Bielefeld Heidemarie","is_ca":true},{"name":"Daniel Witte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07077410367877866,"gpt":0.4267719853711108,"spread":0.3559978816923321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009081629,0.0009196948,0.0008362489,0.0009144873,0.001296721,0.003446554,0.0007881742,0.003530457,0.2632021],"category_scores_gemma":[0.002484812,0.0002730968,0.000468684,0.001175963,0.0003569696,0.002137025,0.00355499,0.003507156,0.1721313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457003,"about_ca_system_score_gemma":0.002645632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009295945,"about_ca_topic_score_gemma":0.01493641,"domain_scores_codex":[0.999118,0.00008934946,0.00005686041,0.0001005012,0.00028388,0.0003514273],"domain_scores_gemma":[0.9993079,0.00006356325,0.00006864689,0.0000218811,0.0001720542,0.0003661009],"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":[0.0002352324,0.00002311023,0.0005889688,0.0002413269,0.000007113279,0.0001130593,0.00005396832,0.00005835606,0.0002672226,0.001572209,0.94602,0.05081945],"study_design_scores_gemma":[0.00004107971,0.00004305548,0.006027444,0.0003605579,0.000007677098,0.00008920945,0.0001584753,0.00004706408,0.0001411964,0.0008361217,0.9922335,0.00001451197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01269008,0.08587472,0.001266916,0.1670114,0.2861941,0.0003731631,0.06894743,0.0012821,0.3763601],"genre_scores_gemma":[0.02394834,0.02006079,0.0006305956,0.01039409,0.008634738,0.0004894607,0.01968845,0.0004389623,0.9157146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2632021,"threshold_uncertainty_score":0.8804988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}