{"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":"7a5a4eb5c21b","filters":{"venue":"BIBLIOTHEK Forschung und Praxis"}},"results":[{"id":"W2775666201","doi":"10.1515/bfp-2017-0043","title":"Preserving America’s Print Resources – Progress, Challenges, and Necessary Measures in North America","year":2017,"lang":"en","type":"article","venue":"BIBLIOTHEK Forschung und Praxis","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","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":"Library science; Political science; World Wide Web; Computer science","authors":[{"name":"Bernard F. Reilly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05762546845471973,"gpt":0.2598363732959972,"spread":0.2022109048412775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001311358,0.0002131333,0.000243725,0.0007854095,0.0005789186,0.001239417,0.0005484049,0.0000164245,0.00008324115],"category_scores_gemma":[0.00005065578,0.0001740264,0.00006554709,0.0001250751,0.0008287714,0.001199098,0.0003976841,0.0001496894,0.0000307757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443221,"about_ca_system_score_gemma":0.00001907618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000708643,"about_ca_topic_score_gemma":0.004737166,"domain_scores_codex":[0.9986567,0.00005341749,0.0002471217,0.0003899078,0.0003168983,0.0003358863],"domain_scores_gemma":[0.9990911,0.00008787437,0.000216457,0.0004573997,0.00004028974,0.0001068458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001382129,0.0003834201,0.0109511,0.0003446187,0.000221814,0.00005267533,0.02050699,0.00001708321,0.000001309869,0.1375542,0.002915426,0.8269131],"study_design_scores_gemma":[0.0002218681,0.0001386169,0.2953999,0.00008130255,0.00001542746,0.000001013124,0.0007080612,0.00007896673,0.000001236245,0.01002106,0.6931354,0.0001971622],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1920544,0.008809058,0.00001345553,0.005968023,0.0001641551,0.0004977044,0.00008515693,0.000115499,0.7922926],"genre_scores_gemma":[0.9903829,0.005987791,0.0002776791,0.0002087823,0.0002843062,0.00009787381,0.00002451781,0.00002934101,0.002706785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8267159,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055890741","doi":"10.1515/bfup.2008.036","title":"Multicultural services in Canadian public libraries","year":2008,"lang":"en","type":"article","venue":"BIBLIOTHEK Forschung und Praxis","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"South Health Campus","funders":"","keywords":"Multiculturalism; Immigration; Oppression; Political science; Economic growth; Sociology; Law; Politics","authors":[{"name":"Evette Berry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04279056253882636,"gpt":0.3038522910327696,"spread":0.2610617284939433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003430068,0.0001067309,0.0001125737,0.001416633,0.001044294,0.0006229631,0.0004526801,0.0001152172,0.0004819962],"category_scores_gemma":[0.00009962579,0.00009254597,0.00004408427,0.005025562,0.0003383057,0.006272643,0.00002578137,0.0001093076,0.0001092654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007517886,"about_ca_system_score_gemma":0.001765948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.475516,"about_ca_topic_score_gemma":0.909004,"domain_scores_codex":[0.9985003,0.0001210775,0.0001872857,0.0002330449,0.0003255129,0.0006327133],"domain_scores_gemma":[0.9992099,0.00008655387,0.00005610363,0.0001404386,0.00004570001,0.000461346],"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":[0.00001279918,0.00006925916,0.8117173,0.00002123851,0.00001515758,0.00006881139,0.04950177,0.000005881598,0.0001014952,0.1295267,0.007373935,0.001585665],"study_design_scores_gemma":[0.0001876318,0.00004179453,0.1328531,0.00001622677,0.00000240252,0.000003848881,0.00571101,0.0001207698,0.0001310727,0.001103402,0.85962,0.0002087668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871601,0.0005592924,0.000002672641,0.01447462,0.0002647545,0.000240536,0.00001316121,0.0000958837,0.09718895],"genre_scores_gemma":[0.9937797,0.0003446406,0.0006253002,0.001002816,0.0001798172,0.00001205605,0.00002157219,0.000007462382,0.004026663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.852246,"threshold_uncertainty_score":0.8031974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362663817","doi":"10.1515/bfp-2022-0084","title":"The End of the Print Era","year":2023,"lang":"en","type":"article","venue":"BIBLIOTHEK Forschung und Praxis","topic":"Digital Games and Media","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":"Alberta Library; University of Alberta","funders":"","keywords":"World Wide Web; Politics; Digital library; Computer science; Political science; Media studies; Sociology; Art; Law; Literature","authors":[{"name":"Dale Askey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02550149293753593,"gpt":0.329194222245512,"spread":0.3036927293079761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124898,0.00007129627,0.00008987279,0.000267778,0.0003239425,0.0001986832,0.0005558209,0.00005399022,0.00007498429],"category_scores_gemma":[0.0006124606,0.00003768835,0.0001194966,0.004668762,0.0005848693,0.0001701993,0.0001330901,0.0001077293,0.00008617809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246929,"about_ca_system_score_gemma":0.0002459654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079478,"about_ca_topic_score_gemma":0.002609992,"domain_scores_codex":[0.9988079,0.0001031921,0.0001656566,0.0001241691,0.0004751331,0.0003239653],"domain_scores_gemma":[0.9989313,0.0005380299,0.00009272545,0.0002983198,0.00006240699,0.00007725863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002375226,0.00004453758,0.00873527,0.00002497901,0.00007723449,0.000002209849,0.01102944,0.00001549947,0.0002494054,0.3840277,0.04261275,0.5531572],"study_design_scores_gemma":[0.00007710952,0.00002080706,0.02227016,0.00001733809,0.000007466475,2.037083e-7,0.001291129,0.00001081694,0.0003029411,0.004591805,0.9713551,0.00005507783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1790246,0.0007051459,0.00001614834,0.01227117,0.001237451,0.0004530989,0.00001801074,0.0001235395,0.8061509],"genre_scores_gemma":[0.8698255,0.001974816,0.00005552971,0.0002111231,0.0002278756,0.00002562932,0.000001378805,0.0000153839,0.1276627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9287424,"threshold_uncertainty_score":0.2491537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775290328","doi":"10.1515/bfp-2017-0044","title":"Leseforschung und ihr Potential für die bibliothekarische Leseförderung","year":2017,"lang":"de","type":"article","venue":"BIBLIOTHEK Forschung und Praxis","topic":"Library Science and Administration","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":"Discovery Air (Canada)","funders":"","keywords":"Gynecology; Political science; Medicine","authors":[{"name":"Haike Meinhardt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04490119214994232,"gpt":0.377448420126507,"spread":0.3325472279765647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.003638446,0.0009533626,0.000937221,0.005731537,0.009977892,0.01383555,0.004666351,0.001003467,0.002013441],"category_scores_gemma":[0.00115213,0.000889166,0.0007414329,0.007469574,0.003046685,0.01407524,0.0008878097,0.001063033,0.002311424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179597,"about_ca_system_score_gemma":0.002190182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008105701,"about_ca_topic_score_gemma":0.004019134,"domain_scores_codex":[0.9915358,0.00070595,0.001263899,0.001767512,0.002435582,0.002291202],"domain_scores_gemma":[0.9939464,0.0004294833,0.001619882,0.002490483,0.0003565394,0.001157172],"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":[0.00157334,0.003351326,0.2318867,0.001285802,0.005041957,0.001481544,0.03165704,0.0003961868,0.009124382,0.2037985,0.3364585,0.1739448],"study_design_scores_gemma":[0.001407967,0.0006172521,0.0409223,0.000326725,0.0006022885,0.000006015461,0.002118753,0.001297498,0.001696877,0.007672041,0.941784,0.001548243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3701349,0.09308892,0.004209878,0.0764951,0.02832951,0.004745347,0.0008095774,0.001166911,0.4210199],"genre_scores_gemma":[0.9142197,0.03198302,0.002011807,0.001108049,0.006946143,0.00005668784,0.00009431806,0.0001608457,0.04341941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6053256,"threshold_uncertainty_score":0.9997144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214830297","doi":"10.1515/bfp-2021-0071","title":"Nachhaltigkeit als Programm","year":2021,"lang":"de","type":"article","venue":"BIBLIOTHEK Forschung und Praxis","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Kateřina Nekolová","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0352931035197333,"gpt":0.2757696586118082,"spread":0.2404765550920749,"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":[0.0004690061,0.0005030539,0.0005704549,0.001368531,0.001171483,0.006680304,0.0005586311,0.0002674368,0.02788929],"category_scores_gemma":[0.00008771176,0.0004514934,0.0003912307,0.002146207,0.0003383932,0.003951814,0.0003456491,0.0004026627,0.004204987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004626608,"about_ca_system_score_gemma":0.0004896934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004703218,"about_ca_topic_score_gemma":0.0004404612,"domain_scores_codex":[0.9967493,0.0001799039,0.001006342,0.0005279556,0.0006679891,0.0008685116],"domain_scores_gemma":[0.9975674,0.0002590679,0.0004599452,0.0008132375,0.0005754433,0.0003249683],"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":[0.00009116479,0.0003592639,0.0008675277,0.001046266,0.001069649,0.0000527214,0.01969862,0.000009494049,0.00002154064,0.7489805,0.2036273,0.02417593],"study_design_scores_gemma":[0.0007404348,0.0002350153,0.0002528428,0.0002031976,0.0002383467,0.000008644445,0.005740605,0.0003388334,0.0007435667,0.002918234,0.9879625,0.0006177976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01821949,0.1699042,0.0002305896,0.01347541,0.008115275,0.001207552,0.0010951,0.000683712,0.7870687],"genre_scores_gemma":[0.3270092,0.08465981,0.009543803,0.04964864,0.02949585,0.0005264531,0.004925263,0.0008004681,0.4933905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7843352,"threshold_uncertainty_score":0.9997937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765368938","doi":"10.1515/bfp-2017-0039","title":"Last Copies Initiative: Permanent Conservation of Print Collection in Canada","year":2017,"lang":"en","type":"article","venue":"BIBLIOTHEK Forschung und Praxis","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","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":"Presentation (obstetrics); Context (archaeology); Political science; Library science; World Wide Web; Public administration; Computer science; Geography; Archaeology","authors":[{"name":"Pierre Gamache","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06020183928718899,"gpt":0.2875458967080285,"spread":0.2273440574208396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001903121,0.0001090154,0.0001992877,0.0005211156,0.0005174407,0.0001593137,0.0001619723,0.00002524504,0.000287352],"category_scores_gemma":[0.0001221677,0.00009889717,0.00003660235,0.0001662225,0.0001703897,0.0003474381,0.00006941972,0.00008492864,0.000002338344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580319,"about_ca_system_score_gemma":0.0004482439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8493001,"about_ca_topic_score_gemma":0.9936991,"domain_scores_codex":[0.9992023,0.00003679752,0.0003047362,0.000136718,0.000177582,0.0001419247],"domain_scores_gemma":[0.9991241,0.00011247,0.0002894565,0.0002339096,0.0002157078,0.00002438554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142598,0.0001228819,0.6721002,0.0002756607,0.0001572207,0.000009800424,0.01790039,0.000007435912,0.0001447877,0.2176309,0.0874677,0.004040387],"study_design_scores_gemma":[0.0005458202,0.0001252935,0.5613847,0.0001502386,0.00001982466,0.000001070521,0.003357055,0.000315601,0.001282162,0.002262841,0.4303299,0.0002254051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136753,0.0003007899,0.00005283629,0.003980719,0.0003654164,0.0004096448,0.00005570679,0.00003913706,0.08112042],"genre_scores_gemma":[0.9972841,0.0003372346,0.0001259476,0.0003043374,0.00005159348,0.00004985348,0.000008166327,0.000009922048,0.001828837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3428622,"threshold_uncertainty_score":0.4032909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}