{"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":"2d4addf95286","filters":{"venue":"ARL annual salary survey"}},"results":[{"id":"W4321185622","doi":"10.29242/salary.2021","title":"ARL Annual Salary Survey 2021","year":2023,"lang":"en","type":"book","venue":"ARL annual salary survey","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Salary; Library science; Political science; Public relations; Management; Medical education; Medicine; Law; Computer science; Economics","authors":[{"name":"Anam Mian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05308333224814098,"gpt":0.3141843043994893,"spread":0.2611009721513483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01108734,0.000741153,0.0009313343,0.0003876776,0.001248128,0.0005834069,0.001856587,0.001176276,0.001843888],"category_scores_gemma":[0.002417894,0.0007570316,0.0003473274,0.001541227,0.001117962,0.003699038,0.0004480596,0.001071306,0.005496503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000244821,"about_ca_system_score_gemma":0.00628589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01733122,"about_ca_topic_score_gemma":0.1273156,"domain_scores_codex":[0.9902305,0.003778715,0.0009851214,0.001487146,0.002104672,0.001413869],"domain_scores_gemma":[0.9940742,0.002957403,0.0005521895,0.000853472,0.0007884845,0.0007742629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007477354,0.000110312,0.09045123,0.00002799974,0.0001002094,0.0001854944,0.004956392,0.000004515177,0.000001536802,0.001506205,0.8935456,0.009035784],"study_design_scores_gemma":[0.0001897245,0.000201638,0.5714228,0.00009289693,0.00002307423,0.000002575081,0.001035832,0.000005403827,0.000002739055,0.003547884,0.4225793,0.0008961559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02461459,0.002743416,0.0000476332,0.004536106,0.01582832,0.002511805,0.05584979,0.001512828,0.8923555],"genre_scores_gemma":[0.02521307,0.001233339,0.00003634268,0.0008046323,0.002643444,0.00002519388,0.01390892,0.0001374039,0.9559976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4809716,"threshold_uncertainty_score":0.9994881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284966781","doi":"10.29242/salary.2020","title":"ARL Annual Salary Survey 2020","year":2022,"lang":"en","type":"book","venue":"ARL annual salary survey","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":"Salary; Library science; Institution; Political science; Medical education; Medicine; Computer science; Law","authors":[{"name":"Anam Mian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03656613161069783,"gpt":0.297051031457966,"spread":0.2604848998472681,"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":[0.01092624,0.0007280012,0.00090302,0.0002721072,0.00189803,0.0004769849,0.002239007,0.0007941628,0.007989744],"category_scores_gemma":[0.001609742,0.0007725689,0.0003504177,0.001285185,0.001010892,0.00372559,0.0006496877,0.0014151,0.001124397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003700229,"about_ca_system_score_gemma":0.007052918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01729891,"about_ca_topic_score_gemma":0.06432685,"domain_scores_codex":[0.9884615,0.005327429,0.000972956,0.001501463,0.002449359,0.001287304],"domain_scores_gemma":[0.9949738,0.002273645,0.0006317613,0.0008365454,0.0005325092,0.0007517837],"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":[0.0001112649,0.0001520655,0.09402099,0.00002216893,0.00008280432,0.000177746,0.005723205,0.000006517773,0.000001096929,0.001440221,0.893195,0.005066876],"study_design_scores_gemma":[0.0001734038,0.0002660804,0.377474,0.00002611409,0.00001966049,0.000004985911,0.001100257,0.000003560682,0.000001273329,0.001719836,0.6184609,0.0007499267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02116999,0.003838419,0.00002210411,0.003824285,0.009909027,0.00209029,0.05422877,0.0009536615,0.9039634],"genre_scores_gemma":[0.04911322,0.00105305,0.00004799167,0.001980208,0.002092955,0.00004210195,0.01929314,0.0001230978,0.9262542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.283453,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095432334","doi":"10.29242/salary.2019-2020","title":"ARL Annual Salary Survey 2019–2020","year":2020,"lang":"en","type":"book","venue":"ARL annual salary survey","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":"Salary; Position (finance); Ethnic group; Library science; Political science; Medicine; Business; Computer science; Law","authors":[{"name":"Anam Mian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03730427455962496,"gpt":0.294288992189749,"spread":0.256984717630124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00661111,0.0008350454,0.001073424,0.0002073644,0.00110707,0.0005916739,0.002165272,0.001143384,0.001525488],"category_scores_gemma":[0.00207678,0.0008494363,0.0003750566,0.001212809,0.00114356,0.004163578,0.0004747732,0.001295535,0.003357365],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194987,"about_ca_system_score_gemma":0.006752516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01293173,"about_ca_topic_score_gemma":0.04387453,"domain_scores_codex":[0.9900888,0.003817429,0.001064661,0.00164131,0.002096801,0.001291046],"domain_scores_gemma":[0.9948065,0.001963413,0.0006567028,0.0007506175,0.0006956427,0.001127075],"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":[0.0001168721,0.00009746594,0.06040353,0.00002806154,0.00008740138,0.0001638503,0.005127104,0.000002518,0.000002327683,0.001111818,0.9285325,0.004326557],"study_design_scores_gemma":[0.0002143464,0.0002990932,0.407743,0.00005853917,0.00002665724,0.000004031891,0.00056479,0.000006398806,0.000003608897,0.001725172,0.5884605,0.0008939151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01315027,0.005636152,0.00008738769,0.01353532,0.01110026,0.00301419,0.06803771,0.001644327,0.8837944],"genre_scores_gemma":[0.05942737,0.001570354,0.000107783,0.003924999,0.003958559,0.00002173947,0.0199867,0.0001593273,0.9108432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3473394,"threshold_uncertainty_score":0.9993957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}