{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":7,"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":"8e88466c5ab8","filters":{"venue":"Libraries & culture"}},"results":[{"id":"W1567211438","doi":"10.1353/lac.2002.0067","title":"\"The Greatest Librarians of the World. .. Were Not Graduates of Library School\"","year":2002,"lang":"en","type":"article","venue":"Libraries & culture","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Professionalization; Identity (music); Professional development; Sociology; Library science; Political science; Pedagogy; Medical education; Medicine; Social science; Art","authors":[{"name":"Greg Bak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01880684113196598,"gpt":0.2309171059877394,"spread":0.2121102648557734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316592,0.0003164867,0.0003704118,0.0007819445,0.01283922,0.009425473,0.0006609295,0.001970355,0.004787471],"category_scores_gemma":[0.007619609,0.0002373841,0.0002215277,0.001449403,0.01799903,0.005993445,0.003451425,0.004186703,0.002561346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072532,"about_ca_system_score_gemma":0.01311087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06146516,"about_ca_topic_score_gemma":0.1522468,"domain_scores_codex":[0.9955943,0.001400714,0.0001323507,0.0004143469,0.001494646,0.0009636446],"domain_scores_gemma":[0.9963362,0.0006286081,0.0007658179,0.0002653369,0.001276072,0.0007278816],"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":[0.00004210362,0.00007338339,0.02027724,0.0006691774,0.00002649521,0.0006721515,0.2942038,0.00005996974,0.001426659,0.2173246,0.3703989,0.09482536],"study_design_scores_gemma":[0.000007832437,0.00002706401,0.009293159,0.0003731772,0.00002043452,0.0007585225,0.1016938,0.00003741525,0.0004744031,0.01478871,0.8724982,0.00002733111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1349138,0.01468261,0.003305415,0.4345717,0.00483059,0.00008117335,0.0001938051,0.0002754843,0.4071452],"genre_scores_gemma":[0.6724142,0.007524115,0.001561006,0.1348036,0.0008840588,0.00004563521,0.0001236302,0.00005706747,0.1825866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06146516,"threshold_uncertainty_score":0.1222148,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W1497150871","doi":"10.1353/lac.2001.0066","title":"St. Osmund's New Legacy: The Scriptorium Informs Electronic Text","year":2001,"lang":"en","type":"article","venue":"Libraries & culture","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Digitization; Eleventh; Quarter (Canadian coin); Selection (genetic algorithm); Classics; Art; History; Computer science; Archaeology; Telecommunications; Artificial intelligence","authors":[{"name":"Jeanetta Drueke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377644477170425,"gpt":0.1898962286520302,"spread":0.176119783880326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587431,0.0001831408,0.000142812,0.002376059,0.004021771,0.009211619,0.0003027854,0.0006993088,0.02047816],"category_scores_gemma":[0.006530257,0.0001828527,0.00006183395,0.003276238,0.003394734,0.006153864,0.003389943,0.0007904838,0.002309462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378063,"about_ca_system_score_gemma":0.001369483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691085,"about_ca_topic_score_gemma":0.01129564,"domain_scores_codex":[0.9992954,0.0003315511,0.0000687175,0.00005684117,0.0001890325,0.00005846808],"domain_scores_gemma":[0.9966055,0.002209673,0.0003444587,0.0003067194,0.0003388812,0.0001948432],"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":[0.000108835,0.00002202049,0.007649467,0.0004437431,0.000008172354,0.001593199,0.1251746,0.0001408971,0.001320766,0.1183066,0.2310005,0.5142312],"study_design_scores_gemma":[0.000001766069,0.00001007448,0.002492292,0.0003590833,0.000003133752,0.0004492789,0.01768259,0.00003809206,0.0003494124,0.00385174,0.9747571,0.000005402386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1630946,0.06146211,0.003989382,0.05393309,0.003785797,0.00005408941,0.0007684809,0.0003264434,0.712586],"genre_scores_gemma":[0.7107188,0.03331349,0.006531843,0.004527885,0.00286971,0.00004246024,0.0006141551,0.0003418005,0.2410399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02047816,"threshold_uncertainty_score":0.06850624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1546414402","doi":"10.1353/lac.2004.0062","title":"Guide to the Collections, Harry Ransom Humanities Research Center (review)","year":2004,"lang":"en","type":"article","venue":"Libraries & culture","topic":"Library Science and Administration","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":"Ransom; Art history; History; Art; Reading (process); White (mutation); Quarter (Canadian coin); Library science; Humanities; Classics; Archaeology; Political science; Computer science; Law","authors":[{"name":"Robert L. Dawson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07631651380562814,"gpt":0.3703166528245487,"spread":0.2940001390189205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270586,0.001630093,0.00192421,0.01049846,0.00162244,0.006403056,0.003205183,0.002442063,0.194702],"category_scores_gemma":[0.01419306,0.001076687,0.001348168,0.01046331,0.001033878,0.006960786,0.003022145,0.004346342,0.191304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003807613,"about_ca_system_score_gemma":0.01333589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01982993,"about_ca_topic_score_gemma":0.03009827,"domain_scores_codex":[0.9978077,0.0004807682,0.0003546503,0.0002586625,0.0009496317,0.0001485657],"domain_scores_gemma":[0.9924313,0.001262188,0.0007355044,0.0003701888,0.004378526,0.0008223138],"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":[0.000004504521,0.000006089307,0.00003270685,0.001362719,0.000003973801,0.00002333148,0.00004399308,0.00001133495,0.00002770997,0.0005015988,0.9118136,0.0861683],"study_design_scores_gemma":[0.000002847588,0.000003843839,0.000135391,0.003128813,0.000003871981,0.0001121375,0.00004988652,0.000003451535,0.00001073161,0.0002124481,0.9963306,0.00000601777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000112955,0.8636487,0.001243688,0.02415843,0.01686089,0.0007817978,0.004459836,0.0005812707,0.08815243],"genre_scores_gemma":[0.0008762988,0.7428344,0.003466668,0.01868923,0.005502673,0.001442032,0.005944426,0.0002746038,0.2209697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.194702,"threshold_uncertainty_score":0.6513432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1586887958","doi":"10.1353/lac.2006.0017","title":"The La Trobe Journal: Redmond Barry Number, no. 73 (review)","year":2006,"lang":"en","type":"article","venue":"Libraries & culture","topic":"Commonwealth, Australian Politics and Federalism","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":"Economic Justice; Law; Romance; State (computer science); Supreme court; Quarter (Canadian coin); History; Media studies; Sociology; Art history; Art; Political science; Literature; Archaeology","authors":[{"name":"David J. Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01128573772915417,"gpt":0.2886918733864567,"spread":0.2774061356573025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001618681,0.001904347,0.00290105,0.004020165,0.001130948,0.006105084,0.002304025,0.003752669,0.2506689],"category_scores_gemma":[0.009182307,0.00105897,0.001258159,0.005293354,0.001465176,0.004158437,0.001596583,0.004694607,0.1968577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004512457,"about_ca_system_score_gemma":0.007999811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308117,"about_ca_topic_score_gemma":0.01657461,"domain_scores_codex":[0.9979346,0.0003603556,0.0002215239,0.0002667862,0.0009846671,0.0002321619],"domain_scores_gemma":[0.9942045,0.001276728,0.001077261,0.0002161273,0.002478452,0.0007470355],"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":[0.00003256945,0.000006447636,0.0000391887,0.003129266,0.00002231528,0.0000325448,0.00001130172,0.00001357846,0.000043098,0.0002103932,0.957434,0.0390254],"study_design_scores_gemma":[0.00003565283,0.00001483504,0.0004073435,0.00959912,0.00003802648,0.0001708694,0.00002815099,0.000009529113,0.00003193234,0.0001886954,0.9894589,0.0000169748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007612073,0.9318063,0.000124602,0.01163725,0.02107396,0.0001471096,0.0008788083,0.0001778096,0.03407809],"genre_scores_gemma":[0.001845951,0.8217449,0.0003291728,0.02545447,0.01216073,0.0004163242,0.001448988,0.0001993154,0.1364002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2506689,"threshold_uncertainty_score":0.8385708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1556385144","doi":"10.1353/lac.2006.0019","title":"Libricide: The Regime-Sponsored Destruction of Books and Libraries in the Twentieth Century (review)","year":2006,"lang":"en","type":"article","venue":"Libraries & culture","topic":"Library Science and Administration","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":"Theme (computing); History; Ideology; Politics; Classics; Battle; Literature; Law; Art; Political science; Ancient history","authors":[{"name":"David Kaser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01694596406687321,"gpt":0.2535693562375473,"spread":0.2366233921706741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733718,0.0009387272,0.001292673,0.003418826,0.0005260602,0.002699203,0.001052954,0.00193653,0.009553883],"category_scores_gemma":[0.003503106,0.0004427863,0.0006433983,0.006718155,0.001144254,0.003221394,0.00114673,0.002159878,0.002183823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616298,"about_ca_system_score_gemma":0.003540814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008179906,"about_ca_topic_score_gemma":0.01613454,"domain_scores_codex":[0.9994586,0.0001206674,0.0000864208,0.0000706508,0.0001969362,0.00006669127],"domain_scores_gemma":[0.9982892,0.0006688343,0.0004315994,0.00002894691,0.0004239402,0.0001575669],"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":[0.00007831198,0.00004040165,0.0006840365,0.05394415,0.0002234832,0.0001759545,0.0004890466,0.0001369829,0.0001121064,0.002448955,0.4803154,0.4613511],"study_design_scores_gemma":[0.00002770129,0.00006436979,0.004360787,0.05329656,0.0002217645,0.0007245691,0.0008095561,0.00002811108,0.00006495128,0.0007492037,0.9396195,0.00003298481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000440139,0.9982552,0.000006174191,0.0007523104,0.000536542,0.00000255698,0.00001193233,0.000001924816,0.0003893514],"genre_scores_gemma":[0.0004781456,0.9978587,0.00001295718,0.0006993227,0.0004470205,0.000004453632,0.00002278715,0.000001153562,0.0004754865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009553883,"threshold_uncertainty_score":0.0319609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500821661","doi":"10.1353/lac.2005.0068","title":"Foundations of Library and Information Science, 2nd ed. (review)","year":2005,"lang":"en","type":"article","venue":"Libraries & culture","topic":"Library Science and Administration","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":"Context (archaeology); Audience measurement; Variety (cybernetics); Library science; Mandate; Field (mathematics); Sociology; Media studies; History; Political science; Computer science; Law; Artificial intelligence","authors":[{"name":"Donald G. Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01199254639401471,"gpt":0.2730368369963498,"spread":0.2610442906023351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001739017,0.002150243,0.002843164,0.007684942,0.0006426295,0.0038143,0.00219397,0.002249565,0.03688819],"category_scores_gemma":[0.005516505,0.001000277,0.001606496,0.009276682,0.0011671,0.005290851,0.00184781,0.004376995,0.02657829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976116,"about_ca_system_score_gemma":0.006351781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007267792,"about_ca_topic_score_gemma":0.01183516,"domain_scores_codex":[0.9986687,0.000194152,0.0002093074,0.0001570355,0.0006575824,0.0001132361],"domain_scores_gemma":[0.9966123,0.001086347,0.00059118,0.0001272459,0.001314588,0.0002684094],"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":[0.00003644047,0.00003110771,0.0002079735,0.02253359,0.0001073498,0.000112157,0.0001299728,0.0002141679,0.0002597288,0.002013104,0.5173924,0.456962],"study_design_scores_gemma":[0.00001064176,0.00002477911,0.0006900873,0.01004911,0.00007257859,0.00039648,0.00006718545,0.00003613056,0.00004415838,0.001131,0.9874578,0.00002004965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003028733,0.9947338,0.0001313571,0.001392373,0.001509722,0.00001581676,0.0001267094,0.00002340127,0.002036578],"genre_scores_gemma":[0.0003390246,0.9946589,0.0001883948,0.0009266766,0.001075961,0.00002674717,0.000249344,0.000007914346,0.002527031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03688819,"threshold_uncertainty_score":0.1234033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251261992","doi":"10.1353/lac.2006.0032","title":"The Cover","year":2006,"lang":"en","type":"article","venue":"Libraries & culture","topic":"American Constitutional Law and Politics","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":"Newspaper; Publishing; Library science; Management; History; Art history; Advertising; Law; Business; Political science; Economics; Computer science","authors":[{"name":"Edith Anderson Rights","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008417488091235322,"gpt":0.2432422159002954,"spread":0.2348247278090601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002260685,0.0008723575,0.0007859048,0.001792745,0.001915861,0.006125114,0.0009624547,0.0016562,0.8861079],"category_scores_gemma":[0.00191443,0.0003930696,0.0004897589,0.001796222,0.0004036604,0.002694691,0.002453206,0.001805215,0.8373044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009460056,"about_ca_system_score_gemma":0.0007879377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839518,"about_ca_topic_score_gemma":0.004145868,"domain_scores_codex":[0.9995781,0.00003584762,0.00001712068,0.00008964953,0.0002164832,0.00006275238],"domain_scores_gemma":[0.9986869,0.0001576334,0.00006168864,0.0001846552,0.0005387348,0.0003704373],"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":[0.0000124373,0.00001402867,0.00005627085,0.00004416223,9.077009e-7,0.0000275065,0.00001369202,0.00001467673,0.0001362877,0.001055705,0.9606537,0.03797051],"study_design_scores_gemma":[0.000002698292,0.000005994438,0.0001710771,0.00003475602,6.201474e-7,0.00003254375,0.00002410941,0.00001635746,0.00003163132,0.0002351944,0.999443,0.000002027764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002441917,0.0008421635,0.000282592,0.001186507,0.003671825,0.00008781468,0.001794886,0.0008118711,0.9910781],"genre_scores_gemma":[0.001028647,0.0005817919,0.0001475942,0.0008188611,0.001069658,0.00003109299,0.001397766,0.0002581849,0.9946665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8861079,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}