{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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"},"query_hash":"23b507b578d3","filters":{"venue":"Computers in Libraries archive"}},"results":[{"id":"W335727587","doi":"","title":"Launching a public printing program with built-in cost recovery","year":2000,"lang":"en","type":"article","venue":"Computers in Libraries archive","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":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02604477227373197,"gpt":0.198254287240405,"spread":0.1722095149666731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005449032,0.0001625936,0.0001757902,0.0002189812,0.00014721,0.0009637212,0.0003006332,0.000007724876,0.0002105637],"category_scores_gemma":[0.000005246316,0.0001347549,0.00005093725,0.00008749637,0.0003507494,0.001324372,0.0001123027,0.0001918342,0.00003529478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000169373,"about_ca_system_score_gemma":0.00003694127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007192519,"about_ca_topic_score_gemma":0.0004215863,"domain_scores_codex":[0.9989246,0.00004654112,0.000234395,0.0002944096,0.00014312,0.0003569355],"domain_scores_gemma":[0.9995314,0.0001964359,0.00004719456,0.0001529202,0.000006392679,0.00006560434],"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":[0.00006443557,0.0002361168,0.0008228144,0.00003229346,0.00002494292,0.00005011809,0.004912597,0.0003806619,7.562593e-8,0.6057608,0.0009513665,0.3867638],"study_design_scores_gemma":[0.0007580501,0.0003804601,0.039692,0.0003930035,0.000004959984,0.00000522364,0.0005477142,0.003295293,0.000001257256,0.3079726,0.6465931,0.0003563316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1802817,0.00002309927,0.0007442284,0.001354951,0.000195276,0.0007079641,0.00006068273,0.0002115604,0.8164206],"genre_scores_gemma":[0.9734352,0.00002451183,0.0230597,0.0009134787,0.0003627386,0.0001970382,0.0002685655,0.00003458943,0.001704202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8147163,"threshold_uncertainty_score":0.9293185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W280440308","doi":"","title":"Fitting the pieces together: developing better service for end-users","year":2000,"lang":"en","type":"article","venue":"Computers in Libraries archive","topic":"Library Collection Development and Digital Resources","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":"Service (business); Computer science; End-to-end principle; End user; World Wide Web; Telecommunications; Business; Computer network; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.01683792632749327,"gpt":0.2093701977029932,"spread":0.1925322713754999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000144001,0.0001961781,0.0001792809,0.0001545359,0.0004020745,0.001119096,0.001596936,0.00004031705,0.00004480708],"category_scores_gemma":[0.00002185992,0.0001486747,0.00007239186,0.0007658637,0.00008134219,0.002243693,0.0004950776,0.0001424034,0.00003061719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046727,"about_ca_system_score_gemma":0.0001763672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300281,"about_ca_topic_score_gemma":0.00001794736,"domain_scores_codex":[0.9985781,0.00008189093,0.0003152092,0.000417215,0.000193762,0.0004138098],"domain_scores_gemma":[0.9983891,0.001125726,0.00007181365,0.000329241,0.00001803336,0.00006604338],"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":[0.0001084768,0.00004971264,0.007602626,0.00008375409,0.00009373892,0.00001554644,0.03129876,0.002318752,0.00000883904,0.1687328,0.05332476,0.7363623],"study_design_scores_gemma":[0.0006911754,0.0000654705,0.009065691,0.0001278989,0.000002979293,0.00001274067,0.0002229231,0.07298478,0.0004282004,0.1204697,0.7954752,0.000453265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1047029,0.0003292111,0.7915392,0.05749799,0.001151287,0.0009935213,0.0000167324,0.0006342662,0.04313486],"genre_scores_gemma":[0.04918015,0.00004751938,0.9153252,0.03332689,0.0004470789,0.0001448706,0.00004050634,0.00003705184,0.001450691],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7421504,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}