{"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","author_layer_release":"2026-06-26"},"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","authors":[{"name":"Ralph M. Daehn","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931935,0.0005620535,0.0005550203,0.001477116,0.001218197,0.003051935,0.001556797,0.0008772588,0.06527309],"category_scores_gemma":[0.006641264,0.0006438724,0.0006417885,0.001392768,0.0005967146,0.002235723,0.001275539,0.001087606,0.01762815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662574,"about_ca_system_score_gemma":0.004121179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517308,"about_ca_topic_score_gemma":0.01310504,"domain_scores_codex":[0.9981976,0.0002459037,0.0000877338,0.000220346,0.0009246324,0.0003238536],"domain_scores_gemma":[0.9927316,0.001507076,0.0003780538,0.002792192,0.002047408,0.0005435133],"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":[0.002072454,0.002801355,0.00959739,0.0004233141,0.00007616497,0.0006785523,0.00198467,0.00603411,0.0328083,0.009414237,0.09336493,0.8407444],"study_design_scores_gemma":[0.001205375,0.003086882,0.03417901,0.0001234703,0.000246352,0.0009825758,0.001659794,0.07900902,0.1171688,0.003862092,0.758214,0.0002627527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.2414402,0.0002685279,0.2417113,0.002690829,0.0006383689,0.005626463,0.003179337,0.32317,0.1812749],"genre_scores_gemma":[0.4176557,0.0002397428,0.2063659,0.0004489786,0.0002316707,0.001524722,0.005020881,0.01149206,0.3570203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06527309,"threshold_uncertainty_score":0.2183602,"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","authors":[{"name":"Peggy Bass Bridges","is_ca":false},{"name":"Suzette Morgan","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003418164,0.0004698759,0.0003706425,0.001311824,0.01408063,0.009917995,0.001638609,0.003243835,0.03158503],"category_scores_gemma":[0.0100702,0.0003531022,0.0003505091,0.002469601,0.003277625,0.01051549,0.01061613,0.002402031,0.008901169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00432323,"about_ca_system_score_gemma":0.01634012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04342167,"about_ca_topic_score_gemma":0.07861605,"domain_scores_codex":[0.9964339,0.001075865,0.0001332796,0.0002719142,0.0009373246,0.00114781],"domain_scores_gemma":[0.9940499,0.0007340222,0.0004084171,0.0006910866,0.001257146,0.002859407],"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":[0.0001849209,0.0003856932,0.01524544,0.0003793909,0.0000381615,0.00210669,0.1822711,0.0002869877,0.003806939,0.04691617,0.1877616,0.5606169],"study_design_scores_gemma":[0.00002852723,0.0001606578,0.01611487,0.000239979,0.00003136006,0.0006886474,0.1161958,0.0003962255,0.0008743267,0.008520043,0.8567125,0.00003702519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2598066,0.004117536,0.03714057,0.08641946,0.001657445,0.0007493028,0.0003007272,0.002848335,0.60696],"genre_scores_gemma":[0.656033,0.002655988,0.04386261,0.009034167,0.0004471518,0.0003006895,0.0004207972,0.001038244,0.2862074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.990082,"threshold_uncertainty_score":0.1056625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}