{"meta":{"query_hash":"23fa8bd9de80","filters":{"venue":"Library Herald"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/23fa8bd9de80","api":"https://metacan.xera.ac/api/v1/cohort?venue=Library+Herald"},"results":[{"id":"W1986793449","doi":"10.5958/j.0976-2469.52.1.003","title":"Biobibliometric study on Dr. Sambhu Nath De-A pioneer in cholera research","year":2014,"lang":"en","type":"article","venue":"Library Herald","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Veterinary medicine; Engineering; Medicine","score_opus":0.05893808168406669,"score_gpt":0.3792060751383681,"score_spread":0.32026799345430146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986793449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884521,0.00040575376,0.000010787796,0.003595263,0.00008362371,0.00043259776,0.000010053949,0.000031183743,0.0069786543],"genre_scores_gemma":[0.994297,0.00031419614,0.00015146902,0.0008229271,0.00037626346,0.00010750962,0.000041665342,0.000044006236,0.0038449578],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977215,0.000552181,0.0002089528,0.0004979078,0.00040162398,0.00061785325],"domain_scores_gemma":[0.999142,0.00009754705,0.000028687327,0.0005417419,0.000046177276,0.00014385597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083854346,0.00016763105,0.0001897166,0.0018618444,0.00012232299,0.00013609239,0.000452372,0.00013095634,0.00009272832],"category_scores_gemma":[0.00035267495,0.00014749248,0.000054299187,0.0034171888,0.00007871616,0.00002768498,0.000516287,0.00038007798,0.00007991039],"study_design_candidate":"observational","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":[0.00096578535,0.0032162988,0.38471287,0.00006918386,0.00018338593,0.0000863416,0.000856338,0.000053310898,0.45924976,0.0005736434,0.140783,0.009250099],"study_design_scores_gemma":[0.0019224174,0.0036338717,0.6081601,0.00003641286,0.0000029622663,0.0000027611188,0.00024550178,0.00006561873,0.0614304,0.00018550816,0.324005,0.00030945468],"about_ca_topic_score_codex":0.000048945767,"about_ca_topic_score_gemma":0.000012884453,"teacher_disagreement_score":0.39781937,"about_ca_system_score_codex":0.00002389974,"about_ca_system_score_gemma":0.000082459046,"threshold_uncertainty_score":0.6014569},"labels":[],"label_agreement":null},{"id":"W2265228003","doi":"","title":"Equitable Library Services and Information Support for Distance Education","year":2011,"lang":"en","type":"article","venue":"Library Herald","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"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":"Lifelong learning; Distance education; Prosperity; Popularity; Higher education; Public relations; Sociology; Knowledge management; Economic growth; Library science; Management; Political science; Computer science; Economics; Pedagogy","score_opus":0.009049713231482636,"score_gpt":0.19438843433227468,"score_spread":0.18533872110079205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265228003","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13719654,0.004440764,0.053016733,0.02405304,0.003515367,0.002583378,0.00023330122,0.0041748905,0.770786],"genre_scores_gemma":[0.542782,0.0005184961,0.36779353,0.06627879,0.0005729186,0.00029217277,0.0009435866,0.000070626746,0.020747878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910605,0.000023572877,0.00024851674,0.00023575906,0.00010105948,0.0002850715],"domain_scores_gemma":[0.99933064,0.000032038304,0.00011687788,0.00037137567,0.000011540933,0.00013753705],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00004567202,0.00014692053,0.00012830632,0.00010734779,0.00013624782,0.0006150055,0.00079033885,0.000068978305,0.00031282383],"category_scores_gemma":[9.3722264e-7,0.0001340807,0.000038393508,0.0002862668,0.000016529393,0.07002125,0.00036585252,0.00006420455,0.000047957932],"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":[0.000060963437,0.000099312274,0.018964974,0.0006056756,0.000016861817,0.0000013929273,0.00359173,0.0000015081226,0.000026452526,0.91618645,0.027214216,0.033230472],"study_design_scores_gemma":[0.0002898535,0.00015201869,0.01954187,0.00005409122,0.0000051767647,0.000007289795,0.00016557555,0.0036403707,0.0028547496,0.049454007,0.92356056,0.0002744524],"about_ca_topic_score_codex":0.000017638795,"about_ca_topic_score_gemma":0.0000011877086,"teacher_disagreement_score":0.89634633,"about_ca_system_score_codex":0.0000023791642,"about_ca_system_score_gemma":0.00015821248,"threshold_uncertainty_score":0.9429859},"labels":[],"label_agreement":null},{"id":"W2893220905","doi":"10.5958/0976-2469.2018.00031.3","title":"Leishmaniasis: Scientometric assessment of global research output","year":2018,"lang":"en","type":"article","venue":"Library Herald","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","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":"Leishmaniasis; Veterinary medicine; Engineering; Mathematics; Toxicology; Biotechnology; Biology; Medicine; Immunology","score_opus":0.696879119625453,"score_gpt":0.6461404453737221,"score_spread":0.05073867425173095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893220905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7623872,0.0007927713,0.0009325708,0.0037231918,0.0009825659,0.00034727508,0.00009358143,0.000068975154,0.23067187],"genre_scores_gemma":[0.9818739,0.00011107703,0.006394752,0.0003350436,0.00038989054,0.0000126315845,0.000004659579,0.00001751608,0.01086053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9797925,0.0008892186,0.0010531575,0.0011602541,0.015886677,0.0012182078],"domain_scores_gemma":[0.98975605,0.003638903,0.0002913104,0.00168352,0.0038433871,0.0007868593],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.025722083,0.00019298273,0.00045785232,0.07173087,0.00051141914,0.0034830088,0.005674353,0.00017823515,0.004181603],"category_scores_gemma":[0.012591923,0.00013718534,0.00021613688,0.55294865,0.0009578477,0.0028392342,0.0027856098,0.0004460499,0.0009985173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024649471,0.00028956545,0.6807408,0.0000077645445,0.000017850667,0.000013514644,0.000041975483,0.000004511656,0.00018403283,0.02606767,0.19099441,0.10161328],"study_design_scores_gemma":[0.00044693958,0.000765337,0.7991494,0.000015962758,0.000002731621,0.0000059812332,0.00019875057,0.003525851,0.001246174,0.036280792,0.15818045,0.00018166423],"about_ca_topic_score_codex":0.0001245655,"about_ca_topic_score_gemma":0.000013022727,"teacher_disagreement_score":0.4812178,"about_ca_system_score_codex":0.00016752681,"about_ca_system_score_gemma":0.0010013281,"threshold_uncertainty_score":0.99977934},"labels":[],"label_agreement":null},{"id":"W2946417789","doi":"10.5958/0976-2469.2019.00008.3","title":"A Scientometric Assessment of Indo-US Collaboration Pattern in Leishmaniasis Research during 2012–2016","year":2019,"lang":"en","type":"article","venue":"Library Herald","topic":"Trypanosoma species research and implications","field":"Medicine","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":"Veterinary medicine; Traditional medicine; Engineering; Geography; Medicine","score_opus":0.03238557768838091,"score_gpt":0.3837685613898062,"score_spread":0.3513829837014253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946417789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97319746,0.0003407574,0.000011175496,0.0055881715,0.00006768672,0.00090002595,0.000036952682,0.00003755447,0.019820215],"genre_scores_gemma":[0.9878951,0.00029980193,0.0005206511,0.00015726523,0.00008641876,0.00007121652,0.000055477365,0.000023667712,0.0108904345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980157,0.00014400657,0.00032071723,0.00030906184,0.000780821,0.00042966346],"domain_scores_gemma":[0.99897647,0.00014039205,0.00006153172,0.0005100914,0.00013018928,0.0001813178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000115561066,0.00009345447,0.00023413912,0.002074486,0.000065683416,0.000084927546,0.00022548843,0.00008084781,0.002250897],"category_scores_gemma":[0.00006911965,0.000081963044,0.00004619117,0.006092943,0.00006900906,0.001156251,0.00018127459,0.00037667993,0.00014008324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007653216,0.00033575576,0.85713303,0.00021380221,0.000020562671,0.000014787514,0.000112451635,0.000007084012,0.13134767,0.0005787366,0.006380055,0.0037795072],"study_design_scores_gemma":[0.0014843408,0.00030797193,0.97538674,0.00014045482,0.0000024080205,0.0000060364746,0.00016268327,0.0002214195,0.010654336,0.00005948916,0.011500628,0.00007352177],"about_ca_topic_score_codex":0.00009939002,"about_ca_topic_score_gemma":0.000025170582,"teacher_disagreement_score":0.12069333,"about_ca_system_score_codex":0.00012869282,"about_ca_system_score_gemma":0.00058783224,"threshold_uncertainty_score":0.99866116},"labels":[],"label_agreement":null},{"id":"W3094013044","doi":"10.5958/0976-2469.2020.00026.3","title":"Scientometric portrait of Professor CNR Rao using bibliometrix R package","year":2020,"lang":"en","type":"article","venue":"Library Herald","topic":"Digital Imaging for Blood Diseases","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":"Scopus; Portrait; Library science; Citation; Bibliographic coupling; Index (typography); Web of science; Mathematics; Engineering; Computer science; History; Political science; Art history; World Wide Web; Law; MEDLINE","score_opus":0.052517941354233856,"score_gpt":0.27823343010734136,"score_spread":0.2257154887531075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094013044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323646,0.0034568186,0.023186317,0.015715305,0.0006754787,0.0006417631,0.00014476363,0.0014631854,0.022351775],"genre_scores_gemma":[0.94911754,0.000013560075,0.04524082,0.004928333,0.0000931107,0.000004383568,0.000013099985,0.000032420558,0.0005567392],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981219,0.00004767772,0.0003596611,0.00048738517,0.00058792054,0.0003954248],"domain_scores_gemma":[0.9987699,0.0000832869,0.00017984613,0.00051829364,0.00004604916,0.00040265502],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00009101306,0.0001805339,0.00026779002,0.004313426,0.0000651664,0.00063259655,0.00149648,0.0000422211,0.00010355077],"category_scores_gemma":[0.00014790498,0.0001702036,0.00014716535,0.046057142,0.00008609207,0.007969797,0.0007742014,0.0001131232,0.00005519244],"study_design_candidate":"bench_or_experimental","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":[0.00019010356,0.0035926104,0.2903821,0.0021792941,0.0004897831,0.0011549827,0.0026343274,0.0006428887,0.062459823,0.20471382,0.32148695,0.11007331],"study_design_scores_gemma":[0.0068314075,0.0019297905,0.11845055,0.00060009275,0.00018082942,0.00012925784,0.00020019847,0.11067587,0.547261,0.03200895,0.17782107,0.003910977],"about_ca_topic_score_codex":0.0000073474375,"about_ca_topic_score_gemma":4.9050875e-8,"teacher_disagreement_score":0.48480117,"about_ca_system_score_codex":0.000008107565,"about_ca_system_score_gemma":0.0002124987,"threshold_uncertainty_score":0.9742194},"labels":[],"label_agreement":null},{"id":"W4285243003","doi":"10.5958/0976-2469.2022.00007.0","title":"Global publications on Covid-19 and psychology: A scientometric assessment","year":2022,"lang":"en","type":"article","venue":"Library Herald","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social science; Veterinary medicine; Library science; Medicine; Sociology; Virology; Computer science; Pathology; Outbreak","score_opus":0.11491997057256464,"score_gpt":0.4903007296017977,"score_spread":0.37538075902923307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285243003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42180648,0.0017083162,0.00048978586,0.2680039,0.0024987056,0.0011655994,0.000796586,0.0007350327,0.30279556],"genre_scores_gemma":[0.7621714,0.000055771947,0.00048840337,0.22390546,0.00009953079,0.00042376533,0.00017245146,0.00002017535,0.012663039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982323,0.00030844516,0.00022405793,0.0005732078,0.0002790887,0.00038289494],"domain_scores_gemma":[0.99875957,0.00017082095,0.00008581736,0.0004942405,0.000005344234,0.0004842057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030177305,0.00013135975,0.00014676731,0.00061299297,0.00056245015,0.00006925847,0.00035414935,0.000054218424,0.014429194],"category_scores_gemma":[0.000022037715,0.00013446923,0.000049590948,0.003384812,0.000073113675,0.00025848253,0.0002675569,0.00024720162,0.000079779886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012111022,0.00074224215,0.30000257,0.000025694837,0.000023576731,0.000023882258,0.00029749813,0.00001206289,0.0000048683505,0.2195458,0.46764654,0.011554139],"study_design_scores_gemma":[0.0008679465,0.0004237501,0.32830876,9.703641e-7,0.0000043871273,0.00003817107,0.00015560335,0.000022151486,2.915622e-7,0.0035863873,0.666496,0.00009557966],"about_ca_topic_score_codex":0.0002556515,"about_ca_topic_score_gemma":0.000012397616,"teacher_disagreement_score":0.3403649,"about_ca_system_score_codex":0.00039428018,"about_ca_system_score_gemma":0.00063500163,"threshold_uncertainty_score":0.9864718},"labels":[],"label_agreement":null}]}