{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"77cf8de4233b","filters":{"venue":"Zeitschrift für Sexualforschung"}},"results":[{"id":"W2044344813","doi":"10.1055/s-2006-921528","title":"Abschied von Aids","year":2006,"lang":"de","type":"article","venue":"Zeitschrift für Sexualforschung","topic":"Health and Medical Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Martin Dannecker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03805376532702568,"gpt":0.3940083418576314,"spread":0.3559545765306057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002987686,0.0009791376,0.001554175,0.0003755412,0.003359258,0.00007171142,0.0007046677,0.001542203,0.003253248],"category_scores_gemma":[0.001485422,0.0008599819,0.0003044151,0.001054961,0.0004620543,0.0003356785,0.000605145,0.003540029,0.01973695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055485,"about_ca_system_score_gemma":0.001653368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00612525,"about_ca_topic_score_gemma":0.0009501855,"domain_scores_codex":[0.9894637,0.001293027,0.002642862,0.001306008,0.001415338,0.003879008],"domain_scores_gemma":[0.9944772,0.00164665,0.0007851401,0.001106133,0.00041953,0.001565305],"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":[0.0005206759,0.001235239,0.08830053,0.004532168,0.0004606553,0.0002431835,0.006312327,0.00002766052,0.0005662455,0.1206571,0.7134954,0.06364891],"study_design_scores_gemma":[0.003064432,0.0006511754,0.03877236,0.0007575476,0.0002735071,0.000004031553,0.002766505,0.0001426911,0.00008531137,0.0003691508,0.952244,0.0008692469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3189671,0.1386393,0.003433722,0.03121064,0.05353322,0.008506437,0.0008913992,0.002102289,0.4427159],"genre_scores_gemma":[0.8907236,0.004142901,0.002683253,0.01360615,0.02605737,0.0004176249,0.0007052776,0.0003197995,0.06134406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5717564,"threshold_uncertainty_score":0.999754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625773048","doi":"10.1055/s-2002-32401","title":"On the History of the International Academy of Sex Research","year":2002,"lang":"de","type":"article","venue":"Zeitschrift für Sexualforschung","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Library science; Economic history; History; Computer science","authors":[{"name":"Kenneth J. Zucker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2483388700659074,"gpt":0.4088801027725879,"spread":0.1605412327066805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003799902,0.0003215816,0.0005296534,0.0003288031,0.0002475691,0.00001529074,0.001558674,0.0004734733,0.004310627],"category_scores_gemma":[0.001837425,0.0001945769,0.000247342,0.0005930451,0.0009927666,0.00008842238,0.0004544622,0.002585348,0.0004661129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858469,"about_ca_system_score_gemma":0.0004190948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002774053,"about_ca_topic_score_gemma":0.00001013275,"domain_scores_codex":[0.9940672,0.0009493827,0.001023378,0.0006300268,0.002575055,0.0007549626],"domain_scores_gemma":[0.9953145,0.002543405,0.0004081279,0.001126191,0.0004082653,0.0001994688],"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":[0.000337437,0.0009414979,0.01749725,0.001041271,0.001061713,0.00001561307,0.04009502,0.00005286522,0.004734041,0.119991,0.7821382,0.03209412],"study_design_scores_gemma":[0.0009592138,0.0004848897,0.004678552,0.0006161025,0.0001157297,0.000009207535,0.004848241,0.001767604,0.006145353,0.0003208511,0.9798572,0.0001970359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3580892,0.20474,0.00001318024,0.1122265,0.02392891,0.003807666,0.0002824539,0.00009887733,0.2968132],"genre_scores_gemma":[0.9376303,0.002083209,0.00003256464,0.003687263,0.001686334,0.0000408358,0.00001099724,0.00006287079,0.05476562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5795411,"threshold_uncertainty_score":0.9997157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247145383","doi":"10.1055/s-2003-40683","title":"Wie eine Krankheit gemacht wird: Female Sexual Dysfunction","year":2003,"lang":"de","type":"article","venue":"Zeitschrift für Sexualforschung","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; Philosophy; Gynecology; Humanities; Medicine","authors":[{"name":"Ray Moynihan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04600803264049903,"gpt":0.3308056274291065,"spread":0.2847975947886074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002898705,0.001546073,0.001835778,0.0007093944,0.001136477,0.0002347115,0.0005869109,0.001457021,0.004468696],"category_scores_gemma":[0.001464007,0.00153701,0.0003774025,0.001669465,0.0004081046,0.0006656801,0.0002061666,0.002474163,0.00747972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407116,"about_ca_system_score_gemma":0.001355054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007473577,"about_ca_topic_score_gemma":0.0001840115,"domain_scores_codex":[0.9893577,0.001031807,0.002139616,0.002624563,0.001949703,0.002896662],"domain_scores_gemma":[0.9936805,0.0006530128,0.0006305843,0.002666692,0.0007204207,0.001648804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004268499,0.006451671,0.3797513,0.01705594,0.01339116,0.003873183,0.03659911,0.001006688,0.01431401,0.124688,0.1214801,0.2771204],"study_design_scores_gemma":[0.006933464,0.0033984,0.0107309,0.0004729776,0.002342856,0.0003074559,0.01073817,0.0007406685,0.004392815,0.000114936,0.9580339,0.001793484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4300869,0.3991114,0.004451408,0.005661199,0.0469898,0.007013785,0.0005556149,0.001844721,0.1042851],"genre_scores_gemma":[0.9547934,0.001931539,0.001755444,0.004147186,0.007556364,0.0001855332,0.0009778582,0.0004607933,0.02819191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8365538,"threshold_uncertainty_score":0.9998393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390030367","doi":"10.1055/a-2218-8348","title":"Von Dickpics bis zum Sexroboter","year":2023,"lang":"de","type":"article","venue":"Zeitschrift für Sexualforschung","topic":"Historical Gender and Feminism Studies","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":"Computer science","authors":[{"name":"Tanja Oschatz","is_ca":false},{"name":"Jeanne C. Desbuleux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05048187896644617,"gpt":0.3417653490413417,"spread":0.2912834700748955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001724902,0.0007263197,0.0009402434,0.0004550923,0.002699227,0.0002894897,0.001011083,0.0007335171,0.0006621402],"category_scores_gemma":[0.000576005,0.0007124405,0.0003867552,0.003501102,0.0007882768,0.0004408753,0.0006560094,0.0009091781,0.01358104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008755034,"about_ca_system_score_gemma":0.0004920174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103455,"about_ca_topic_score_gemma":0.0001684726,"domain_scores_codex":[0.9935472,0.0004623342,0.000953134,0.00123958,0.001612716,0.002185022],"domain_scores_gemma":[0.9973547,0.00060144,0.0002970505,0.0007936445,0.0002251125,0.0007280294],"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":[0.00008798981,0.0003831337,0.01082107,0.0003400518,0.0007080299,0.000311276,0.4119356,0.00006170096,0.0005659292,0.02865153,0.5068077,0.03932595],"study_design_scores_gemma":[0.0005259324,0.0002407776,0.002085639,0.00006135042,0.0002482587,0.00000142645,0.04143103,0.0002255586,0.0000599835,0.0002792761,0.953909,0.0009317909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007144076,0.02783729,0.002586332,0.01038299,0.04445045,0.001964651,0.0003698476,0.003094102,0.9021702],"genre_scores_gemma":[0.848481,0.008582934,0.0004921614,0.001213413,0.007427983,0.0000969113,0.0001539186,0.0001711911,0.1333805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8413369,"threshold_uncertainty_score":0.9995327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995651616","doi":"10.1055/a-2040-7227","title":"Magnificent Sex. Lessons from Extraordinary Lovers","year":2023,"lang":"de","type":"article","venue":"Zeitschrift für Sexualforschung","topic":"Psychoanalysis and Social Critique","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":"Lust; Art; Humanities; Philosophy; Literature","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04960807589080855,"gpt":0.3830554641058052,"spread":0.3334473882149966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002675751,0.0007909511,0.001167778,0.000485268,0.002228036,0.000729646,0.001425199,0.001016339,0.003278398],"category_scores_gemma":[0.0004241071,0.0008780393,0.0007373387,0.003439405,0.0007599487,0.0008186595,0.0004052942,0.001154195,0.01036385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014036,"about_ca_system_score_gemma":0.0006824023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160615,"about_ca_topic_score_gemma":0.003105758,"domain_scores_codex":[0.991896,0.001262769,0.001147727,0.001656907,0.001872683,0.002163876],"domain_scores_gemma":[0.9962913,0.001001476,0.000449235,0.001062352,0.0002491096,0.0009465078],"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":[0.0002118306,0.001157754,0.01991795,0.0002301429,0.003036668,0.001036293,0.1768043,0.0003040115,0.00284142,0.2162117,0.5142782,0.0639697],"study_design_scores_gemma":[0.0007461517,0.0001217366,0.006070819,0.0001256945,0.0005540834,6.783568e-7,0.07573533,0.0005920289,0.000165251,0.001952023,0.9128309,0.001105324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4060676,0.02442777,0.0008718452,0.06633887,0.03058802,0.002703475,0.004099359,0.002943053,0.46196],"genre_scores_gemma":[0.9271085,0.01404423,0.0002726888,0.001346195,0.007406209,0.00007725343,0.001134855,0.0001760975,0.04843402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5210409,"threshold_uncertainty_score":0.9993671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310769129","doi":"10.1055/a-1964-1277","title":"Geschlechtsspezifische sexuelle Gesundheitsförderung in geschlossenen Einrichtungen. Ein systematisches Review zum internationalen Forschungsstand","year":2022,"lang":"de","type":"article","venue":"Zeitschrift für Sexualforschung","topic":"Sex work and related issues","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":"Political science; Gynecology; Medicine","authors":[{"name":"Anne Kaplan","is_ca":false},{"name":"Lisa Schneider","is_ca":false},{"name":"Madeline Scharnberg","is_ca":false},{"name":"Franka Metzner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02326615707048991,"gpt":0.3162145921276815,"spread":0.2929484350571916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.009021124,0.001412067,0.002362914,0.001144969,0.003305087,0.0006024673,0.003102299,0.0008269066,0.005456129],"category_scores_gemma":[0.001119919,0.001462605,0.0006461724,0.004316067,0.0005785925,0.001242923,0.00180174,0.003639546,0.001463624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004797303,"about_ca_system_score_gemma":0.001305447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403926,"about_ca_topic_score_gemma":0.0007450472,"domain_scores_codex":[0.9843012,0.003631209,0.003246059,0.002284089,0.003924073,0.002613338],"domain_scores_gemma":[0.994312,0.001246298,0.001629518,0.001545059,0.0004882731,0.0007788679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00122709,0.008356392,0.06402226,0.05296861,0.01122878,0.004042959,0.3311941,0.006170914,0.003344933,0.2007239,0.2738066,0.0429135],"study_design_scores_gemma":[0.002148331,0.000496326,0.0006062876,0.007536681,0.001075499,0.00005334591,0.04188165,0.001806676,0.0001901146,0.0002797979,0.9417275,0.002197831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04117706,0.8589342,0.0002742732,0.01261978,0.01059901,0.006055405,0.0002783136,0.0006040635,0.06945784],"genre_scores_gemma":[0.7259861,0.1828977,0.001640028,0.003585012,0.002884269,0.001578563,0.0008869732,0.000525978,0.08001529],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6848091,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}