{"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":"f767f3e9a5ef","filters":{"venue":"Library and information science"}},"results":[{"id":"W591793763","doi":"10.1108/s1876-0562(2012)0000005004","title":"Chapter 2 ‘Ciphers to this Great Accompt’ – the Shakespearian Social Sense-Making of Theatre Professionals","year":2012,"lang":"en","type":"book-chapter","venue":"Library and information science","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Embodied cognition; Variety (cybernetics); Originality; Value (mathematics); Psychology; Process (computing); Affect (linguistics); Social psychology; Rationality; Sociology; Epistemology; Aesthetics; Communication; Computer science; Art","authors":[{"name":"Michael Olsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02674239789925664,"gpt":0.2894717068357508,"spread":0.2627293089364942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003505057,0.0001758138,0.0001917572,0.0002575718,0.0004121652,0.0001321516,0.0002905585,0.000164847,0.008240464],"category_scores_gemma":[0.000006774881,0.0001122407,0.00006360627,0.000136638,0.0003608374,0.00681286,0.0001758873,0.0002235092,0.0003241508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005749914,"about_ca_system_score_gemma":0.00005089489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001897533,"about_ca_topic_score_gemma":2.271009e-7,"domain_scores_codex":[0.9988141,0.00002949703,0.0003723784,0.0001662297,0.0003859884,0.0002317827],"domain_scores_gemma":[0.9992874,0.00005737845,0.0003157117,0.0002349956,0.00003633444,0.00006821254],"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":[0.00006147012,0.000006447904,0.00003008456,0.00002375885,0.0000191222,9.838976e-7,0.02773125,1.727545e-7,0.00002476606,0.8775333,0.002556222,0.09201246],"study_design_scores_gemma":[0.0003244375,0.00008892837,0.004004796,0.0002288454,0.00005944237,0.00004936465,0.006076797,0.00001555098,0.0001977561,0.006793758,0.9817391,0.0004212264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002044637,0.0001819586,0.0000298629,0.001630158,0.0005759275,0.0003630043,0.00008242193,0.00004395132,0.9950481],"genre_scores_gemma":[0.8303437,0.00009357757,0.0003052307,0.02154623,0.0008057166,0.00003661339,0.0001419808,0.00003484085,0.1466921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9791829,"threshold_uncertainty_score":0.9926661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252524067","doi":"10.1108/s1876-056220140000010051","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Library and information science","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":"Index (typography); Computer science; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0146299517166842,"gpt":0.2761780249708413,"spread":0.2615480732541571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0005714279,0.0001325414,0.0001443339,0.0004378801,0.001394266,0.002328038,0.0007765364,0.0001775421,0.004135835],"category_scores_gemma":[0.00008255983,0.0001171109,0.0000313714,0.001376481,0.001702319,0.1265842,0.0001520694,0.0001932969,0.003039319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009701077,"about_ca_system_score_gemma":0.001630686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741313,"about_ca_topic_score_gemma":6.944276e-7,"domain_scores_codex":[0.9983127,0.00006518951,0.00031356,0.0002137751,0.0007354724,0.0003593804],"domain_scores_gemma":[0.9991629,0.00006595119,0.0002429715,0.000197998,0.00003500349,0.000295176],"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":[0.000009656379,0.000008535705,0.0006445873,0.00005034891,0.000002199893,2.612296e-7,0.006121478,0.00001717234,0.000009624074,0.6175159,0.3500648,0.02555546],"study_design_scores_gemma":[0.00005991219,0.00002887572,0.001087133,0.00002982508,0.000001335409,9.355363e-7,0.0008853622,0.0002116867,0.0001235575,0.0005531331,0.996845,0.0001732106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001606734,0.0000611971,0.0003745307,0.004720648,0.001891376,0.0001976365,0.00002340516,0.0000726538,0.9910518],"genre_scores_gemma":[0.4979624,0.005704172,0.0007764639,0.02188485,0.001749118,0.00002908531,0.000388048,0.00001410572,0.4714918],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6467803,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255781377","doi":"10.1108/s1876-0562(2013)0000008004","title":"Preface","year":2013,"lang":"en","type":"book-chapter","venue":"Library and information science","topic":"Library Science and Information Literacy","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":"Information literacy; Publishing; Literacy; Citation; Sociology; Library science; Public relations; Psychology; Political science; Pedagogy; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163475752168852,"gpt":0.2314910461512871,"spread":0.2198562886295986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0003938596,0.0001758167,0.0001568661,0.000547094,0.001204483,0.002360856,0.0007962899,0.0001710728,0.008783215],"category_scores_gemma":[0.00005674859,0.0001528078,0.00004597598,0.0003475393,0.001786367,0.448868,0.000250261,0.000216285,0.002703419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001613962,"about_ca_system_score_gemma":0.0008139047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005716399,"about_ca_topic_score_gemma":4.750254e-8,"domain_scores_codex":[0.9981339,0.00001359739,0.0004725893,0.0001841549,0.0008523962,0.0003433809],"domain_scores_gemma":[0.9988964,0.00006108399,0.0003346005,0.0002611408,0.00007862948,0.0003681169],"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":[0.000001653038,9.888781e-7,0.00001639097,0.00001169456,0.000001271599,1.114795e-7,0.003871821,9.744732e-7,8.029569e-7,0.9628943,0.01192644,0.02127357],"study_design_scores_gemma":[0.00005911778,0.0000216671,0.0002394704,0.0000443702,0.000002194128,0.000001665711,0.000490242,0.0001306238,0.00002817705,0.01843148,0.9803345,0.0002164514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001569381,0.00008356087,0.00003140365,0.00537204,0.0004505208,0.0003645007,0.00002386146,0.0002008135,0.9933164],"genre_scores_gemma":[0.002505132,0.002828759,0.001160302,0.01798138,0.0002238706,0.00001077009,0.00006963612,0.000008556375,0.9752116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9684081,"threshold_uncertainty_score":0.9986748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}