{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"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":"44cc48fe1ade","filters":{"venue":"Young Adult Library Services"}},"results":[{"id":"W2263938413","doi":"","title":"Representations of Trans* Youth in Young Adult Literature: A Report and a Suggestion","year":2013,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lesbian; Queer; Transgender; Invisibility; Gender studies; Sociology; Psychology; History","authors":[{"name":"Talya Sokoll","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005766722125811263,"gpt":0.2023091717251554,"spread":0.1965424495993441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01272495,0.0004616023,0.0004152558,0.003419355,0.01226852,0.01865309,0.001890337,0.003127635,0.00432003],"category_scores_gemma":[0.01816437,0.0006142799,0.0005197706,0.005006551,0.01387708,0.01701727,0.01104697,0.004606912,0.0009000148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006989212,"about_ca_system_score_gemma":0.01093135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891531,"about_ca_topic_score_gemma":0.02903101,"domain_scores_codex":[0.9899772,0.005613172,0.0006859453,0.0005751163,0.001705825,0.001442782],"domain_scores_gemma":[0.9862573,0.005005864,0.002346214,0.0009345467,0.002994499,0.002461541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003197238,0.00006712043,0.01344218,0.0002899806,0.000009156754,0.001827979,0.8857433,0.000008001575,0.0003188616,0.04332601,0.02737076,0.02756478],"study_design_scores_gemma":[0.000003967668,0.00002592056,0.005812276,0.000832158,0.00001008914,0.00177928,0.8513448,0.00001280413,0.0001569442,0.001944516,0.1380623,0.00001492331],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.456601,0.04855336,0.00146751,0.3832169,0.004955633,0.0001577541,0.000344741,0.000132876,0.1045703],"genre_scores_gemma":[0.9298998,0.02934576,0.001149898,0.02013829,0.002040578,0.0002541488,0.0001973526,0.00009759894,0.01687659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891531,"threshold_uncertainty_score":0.0672968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2256060152","doi":"","title":"The Mobile LAM (Library, Archive & Museum): New Space for Engagement","year":2014,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Web and Library Services","field":"Computer Science","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":"Variety (cybernetics); World Wide Web; Space (punctuation); Mobile technology; Digital library; Mobile device; Multimedia; Computer science; Art","authors":[{"name":"Angela Rovatti-Leonard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004382404150319305,"gpt":0.1928300425844108,"spread":0.1884476384340915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009410283,0.0007266925,0.0006445312,0.002471457,0.01083051,0.02442404,0.003470471,0.008494612,0.05181712],"category_scores_gemma":[0.008277917,0.0007066446,0.001224202,0.002366163,0.01192973,0.04055166,0.04263301,0.006722107,0.01141706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889978,"about_ca_system_score_gemma":0.006227805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735433,"about_ca_topic_score_gemma":0.005536325,"domain_scores_codex":[0.9883028,0.007974525,0.000352052,0.0006956652,0.00132531,0.001349682],"domain_scores_gemma":[0.9889094,0.003238227,0.0005067094,0.001223325,0.000755392,0.00536695],"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":[0.0001808494,0.0001188671,0.002291688,0.0007463479,0.00002941486,0.001124768,0.07887436,0.0002486469,0.001306731,0.4631386,0.1976128,0.2543269],"study_design_scores_gemma":[0.00002098476,0.00008648775,0.0005011871,0.0004451901,0.00001154316,0.0007482225,0.03461786,0.0003011852,0.0001465188,0.04013661,0.9229405,0.0000438184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03782199,0.022712,0.1106533,0.2771959,0.00575736,0.0003329238,0.0005190727,0.004842172,0.5401654],"genre_scores_gemma":[0.6404992,0.01622218,0.08144016,0.04156522,0.007059359,0.001523765,0.0008079135,0.002046711,0.2088355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05181712,"threshold_uncertainty_score":0.1733455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2255079666","doi":"","title":"Peer Influences on Young Teen: An Emerging Taxonomy","year":2010,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Library Science and Administration","field":"Social Sciences","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":"Pleasure; Reading (process); Psychology; Publishing; Recreation; Soar; Advertising; Developmental psychology; Social psychology; Political science; Computer science; Literature; Business; Art","authors":[{"name":"Vivian Howard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01985927540441531,"gpt":0.2818685495303557,"spread":0.2620092741259404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003145465,0.0003850508,0.0009013605,0.006797857,0.002406357,0.004283239,0.00131997,0.001117342,0.003127639],"category_scores_gemma":[0.01489995,0.000406836,0.0007737804,0.005746769,0.002583558,0.004783428,0.003234624,0.001728968,0.0003043622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980881,"about_ca_system_score_gemma":0.003553721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769745,"about_ca_topic_score_gemma":0.01939731,"domain_scores_codex":[0.9980056,0.0007321631,0.0002066612,0.0002667136,0.0005681365,0.0002208189],"domain_scores_gemma":[0.9892451,0.005978828,0.002219504,0.0002465077,0.00147968,0.0008305222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005629339,0.0004920217,0.7569963,0.002814989,0.0001682878,0.0009941843,0.05854852,0.0001260874,0.00014114,0.0190731,0.003086936,0.1575021],"study_design_scores_gemma":[0.00001479324,0.0001508873,0.8522232,0.008624509,0.0002349171,0.001360657,0.09753418,0.0004686288,0.00009336944,0.008513737,0.03073586,0.00004540718],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6946342,0.2429261,0.002674212,0.01001028,0.0004904703,0.0004087349,0.0006172241,0.00005422264,0.04818465],"genre_scores_gemma":[0.8336862,0.16086,0.002423313,0.000774316,0.0003615966,0.0003610411,0.0003449257,0.00001889014,0.001169706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769745,"threshold_uncertainty_score":0.03518891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2247475897","doi":"","title":"The Big Picture of YA Services: Analyzing the Results of the 2012 PLA PLDS Survey","year":2013,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Library Science and Administration","field":"Social Sciences","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":"Staffing; Library science; Service (business); Survey research; Survey data collection; Psychology; Medicine; Business; Marketing; Computer science; Nursing; Mathematics","authors":[{"name":"Denise E. Agosto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01288523422357159,"gpt":0.2384572174623708,"spread":0.2255719832387992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004452903,0.0002389694,0.0003909036,0.004628345,0.001003952,0.002824088,0.0007964251,0.0005490693,0.00330198],"category_scores_gemma":[0.02020167,0.0004421672,0.0005243616,0.01722298,0.0005963558,0.002665768,0.00209845,0.001033265,0.001039842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005216791,"about_ca_system_score_gemma":0.009216665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3963277,"about_ca_topic_score_gemma":0.5727492,"domain_scores_codex":[0.9939109,0.001538937,0.0005779641,0.000469127,0.00243417,0.001068928],"domain_scores_gemma":[0.9787948,0.004284561,0.005730872,0.0007293654,0.008157228,0.002303211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077445,0.00004803985,0.955466,0.0002501408,0.000057488,0.00008741347,0.004154839,0.0002275673,0.0001799258,0.0003925514,0.01593683,0.0230915],"study_design_scores_gemma":[0.000002167972,0.00002095334,0.9859653,0.00006418459,0.000008745131,0.00002979108,0.007126026,0.0001731846,0.00007082695,0.00003339046,0.006492477,0.00001308113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392056,0.002269594,0.0005697438,0.00911817,0.00005086929,0.00009138589,0.03180346,0.00007486928,0.01681633],"genre_scores_gemma":[0.9736144,0.001898179,0.0006230201,0.001471104,0.0001015198,0.0001477052,0.01914109,0.00004957913,0.002953534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963277,"threshold_uncertainty_score":0.7880416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2244633077","doi":"","title":"Fifty Ways to Promote Teen Reading in Your School Library","year":2007,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Educational Methods and Media Use","field":"Computer Science","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":"Reading (process); Club; Fantasy; Appeal; School library; Media studies; Psychology; World Wide Web; Sociology; Computer science; Art; Literature; Political science; Law; Medicine","authors":[{"name":"Chelsea McLean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608379139489836,"gpt":0.2741680108490136,"spread":0.2580842194541152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003084461,0.0008098184,0.0004083106,0.003314519,0.007388438,0.008864365,0.001151351,0.003667172,0.12214],"category_scores_gemma":[0.005927396,0.0008901755,0.0009848896,0.001607388,0.001713888,0.007695585,0.009621745,0.004381534,0.05859812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392145,"about_ca_system_score_gemma":0.003917446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203478,"about_ca_topic_score_gemma":0.01576081,"domain_scores_codex":[0.9975495,0.0006839407,0.0001785938,0.0001815693,0.0009912581,0.0004150597],"domain_scores_gemma":[0.9902315,0.001038796,0.0006133326,0.0005885975,0.001235869,0.006291961],"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":[0.00003729074,0.0006150787,0.002066902,0.0004408452,0.00001297987,0.0002088101,0.003640396,0.00002752091,0.001270899,0.004804828,0.7895987,0.1972757],"study_design_scores_gemma":[0.0000230173,0.000124169,0.003010568,0.0004518138,0.00001659666,0.0002356996,0.002985338,0.00002572729,0.0003661155,0.0007184454,0.9920162,0.00002631852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03243415,0.02160059,0.009934474,0.1800598,0.02444664,0.001255212,0.0009111335,0.01040877,0.7189493],"genre_scores_gemma":[0.08862028,0.02281997,0.04674098,0.08754124,0.008770221,0.001641829,0.002042394,0.002311636,0.7395113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.12214,"threshold_uncertainty_score":0.4085991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293055355","doi":"","title":"Get Connected to YALSA Online","year":2011,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Web and Library Services","field":"Computer Science","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":"Social media; Internet privacy; Variety (cybernetics); Quarter (Canadian coin); World Wide Web; Social network (sociolinguistics); Public relations; Advertising; Computer science; Political science; Business; History","authors":[{"name":"Jessica Sullenberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01111323625037266,"gpt":0.1938085384130059,"spread":0.1826953021626332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001002499,0.0006301494,0.0004834406,0.002021118,0.004309475,0.004552834,0.0006856354,0.001476322,0.5470246],"category_scores_gemma":[0.007175278,0.0004669602,0.0007178259,0.001601877,0.0004505921,0.008089095,0.005881049,0.001306185,0.3388195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006711061,"about_ca_system_score_gemma":0.001008325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232383,"about_ca_topic_score_gemma":0.006913912,"domain_scores_codex":[0.9993655,0.0001304898,0.00003601917,0.00006991413,0.000230761,0.0001673081],"domain_scores_gemma":[0.994189,0.00080907,0.0004814497,0.0004978995,0.001773313,0.002249192],"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":[0.0001181686,0.000155383,0.0052438,0.0003028418,0.00001140021,0.000227436,0.001242767,0.00001904037,0.0008196756,0.0004331717,0.9242015,0.06722476],"study_design_scores_gemma":[0.00003310833,0.0001024436,0.01054001,0.0002824323,0.00001487471,0.0002011088,0.003570247,0.0001218804,0.0006387638,0.0006664096,0.9837793,0.00004950126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06097731,0.001821516,0.002964903,0.02266694,0.005137105,0.001130714,0.0379516,0.02761791,0.8397319],"genre_scores_gemma":[0.08700058,0.00292981,0.008652886,0.01307697,0.003160843,0.002266177,0.0314571,0.006516661,0.8449389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5470246,"threshold_uncertainty_score":0.6461144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2283617157","doi":"","title":"YA Q&A Collaboration","year":2010,"lang":"en","type":"article","venue":"Young Adult Library Services","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":"General partnership; Library science; Public relations; Work (physics); Political science; Sociology; Medical education; Management; Engineering; Medicine","authors":[{"name":"Stephanie A. Squicciarini","is_ca":false},{"name":"Maureen Hartman","is_ca":false},{"name":"Erica Cuyugan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005614840251155893,"gpt":0.2575177357634161,"spread":0.2519028955122602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02465977,0.001279034,0.001011748,0.003737545,0.0164875,0.02990099,0.003635677,0.005340507,0.438641],"category_scores_gemma":[0.04779427,0.001125974,0.001647869,0.004360771,0.00534193,0.02038443,0.03441788,0.005182775,0.2494631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007917657,"about_ca_system_score_gemma":0.02523289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007477948,"about_ca_topic_score_gemma":0.01032498,"domain_scores_codex":[0.9559967,0.02047929,0.002414328,0.004837995,0.01115654,0.00511508],"domain_scores_gemma":[0.9416342,0.006768602,0.002517547,0.01101721,0.02209909,0.01596334],"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":[0.00006601564,0.00005261731,0.0005022393,0.0002546034,0.00002008408,0.0001560554,0.002299599,0.00006819305,0.0003144982,0.04768403,0.8778411,0.07074104],"study_design_scores_gemma":[0.000009933419,0.00001472724,0.0001890493,0.00009280097,0.000002633744,0.00007964485,0.001222965,0.00005989579,0.00005207286,0.00581135,0.9924526,0.00001245019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00193015,0.00179648,0.02189416,0.04432544,0.01113632,0.0006588931,0.0009369749,0.00529634,0.9120253],"genre_scores_gemma":[0.0405914,0.001657394,0.01848915,0.01478026,0.002143497,0.001033201,0.001299338,0.003694985,0.9163108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.438641,"threshold_uncertainty_score":0.8007106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}