{"meta":{"query_hash":"23b507b578d3","filters":{"venue":"Computers in Libraries archive"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/23b507b578d3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computers+in+Libraries+archive"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01683792632749327,"score_gpt":0.20937019770299323,"score_spread":0.19253227137549994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W280440308","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104702935,0.00032921106,0.7915392,0.057497986,0.0011512872,0.0009935213,0.000016732401,0.00063426624,0.04313486],"genre_scores_gemma":[0.04918015,0.000047519385,0.9153252,0.033326894,0.00044707893,0.00014487062,0.000040506337,0.000037051843,0.0014506908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857813,0.00008189093,0.00031520918,0.000417215,0.00019376195,0.00041380984],"domain_scores_gemma":[0.9983891,0.001125726,0.00007181365,0.00032924095,0.000018033357,0.00006604338],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00014400102,0.00019617814,0.00017928093,0.00015453588,0.00040207448,0.0011190964,0.0015969364,0.000040317052,0.000044807075],"category_scores_gemma":[0.000021859916,0.00014867466,0.00007239186,0.00076586375,0.000081342194,0.0022436935,0.0004950776,0.0001424034,0.000030617186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108476816,0.00004971264,0.0076026255,0.00008375409,0.00009373892,0.000015546439,0.031298757,0.0023187525,0.00000883904,0.16873276,0.05332476,0.7363623],"study_design_scores_gemma":[0.0006911754,0.0000654705,0.009065691,0.00012789886,0.000002979293,0.000012740673,0.00022292312,0.072984785,0.00042820035,0.120469704,0.7954752,0.00045326498],"about_ca_topic_score_codex":0.000013002807,"about_ca_topic_score_gemma":0.000017947355,"teacher_disagreement_score":0.7421504,"about_ca_system_score_codex":0.000020467274,"about_ca_system_score_gemma":0.00017636716,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02604477227373197,"score_gpt":0.19825428724040503,"score_spread":0.17220951496667306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W335727587","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18028168,0.000023099266,0.00074422837,0.0013549512,0.00019527604,0.00070796406,0.00006068273,0.00021156039,0.81642056],"genre_scores_gemma":[0.97343516,0.000024511832,0.0230597,0.0009134787,0.0003627386,0.0001970382,0.0002685655,0.000034589433,0.001704202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989246,0.000046541125,0.00023439496,0.00029440958,0.00014312004,0.00035693546],"domain_scores_gemma":[0.99953145,0.00019643585,0.000047194564,0.00015292015,0.000006392679,0.00006560434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054490316,0.00016259357,0.00017579019,0.00021898121,0.00014721001,0.0009637212,0.00030063317,0.000007724876,0.00021056372],"category_scores_gemma":[0.0000052463156,0.00013475487,0.000050937248,0.000087496366,0.00035074935,0.001324372,0.00011230272,0.00019183417,0.00003529478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006443557,0.00023611677,0.00082281436,0.000032293457,0.000024942923,0.000050118095,0.0049125967,0.00038066195,7.5625934e-8,0.6057608,0.0009513665,0.38676378],"study_design_scores_gemma":[0.0007580501,0.00038046011,0.039691996,0.00039300352,0.0000049599844,0.0000052236396,0.00054771424,0.0032952928,0.0000012572559,0.3079726,0.6465931,0.0003563316],"about_ca_topic_score_codex":0.00007192519,"about_ca_topic_score_gemma":0.0004215863,"teacher_disagreement_score":0.81471634,"about_ca_system_score_codex":0.000016937303,"about_ca_system_score_gemma":0.000036941274,"threshold_uncertainty_score":0.92931855},"labels":[],"label_agreement":null}]}