{"meta":{"query_hash":"4471856a5622","filters":{"venue":"Cybrarians Journal"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/4471856a5622","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cybrarians+Journal"},"results":[{"id":"W2730649594","doi":"10.70000/cj.2004.2.607","title":"How different libraries handle their children’s collections","year":2004,"lang":"en","type":"article","venue":"Cybrarians Journal","topic":"Library Science and Administration","field":"Social Sciences","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":"Library science; Library classification; School library; Special collections; Library of Congress Classification; History; Political science; Computer science","score_opus":0.024793268196847032,"score_gpt":0.24186406675444364,"score_spread":0.2170707985575966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730649594","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":[0.81956935,0.00042148368,0.009709749,0.10200676,0.002254979,0.00033892356,0.000029673414,0.00020639796,0.065462686],"genre_scores_gemma":[0.9844691,0.00016166212,0.0005096424,0.00040991872,0.0013357549,0.0000045537363,0.000005982963,0.000008061354,0.013095291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989371,0.000104515064,0.00015064003,0.00015234378,0.00031784954,0.00033759687],"domain_scores_gemma":[0.9994276,0.000039797214,0.00010196959,0.00010873872,0.000040053448,0.0002818493],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00018450443,0.000110716814,0.00011935657,0.0001270124,0.0033468818,0.0036952207,0.00036734575,0.00008026207,0.00031250386],"category_scores_gemma":[0.00009742961,0.000081802566,0.00010682872,0.00051063707,0.0003345164,0.0035934218,0.000025250476,0.00025140902,0.000011947286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057744324,0.00070019095,0.066983536,0.0000052827213,0.00015079882,0.00006801844,0.061209276,0.00014061178,0.0014793235,0.8053163,0.052014273,0.011874616],"study_design_scores_gemma":[0.0025659706,0.0006865171,0.083158106,0.00011955523,0.00005457932,0.0006778586,0.038366687,0.000016679589,0.014767462,0.6068011,0.2518848,0.0009007075],"about_ca_topic_score_codex":0.00006886758,"about_ca_topic_score_gemma":0.00041677122,"teacher_disagreement_score":0.19987051,"about_ca_system_score_codex":0.00007505468,"about_ca_system_score_gemma":0.0010533783,"threshold_uncertainty_score":0.9979506},"labels":[],"label_agreement":null},{"id":"W4401286360","doi":"10.70000/cj.2021.63.8","title":"Using internet things in information service in the Egyptian academic libraries: A study of Reality and planning for the future","year":2021,"lang":"en","type":"article","venue":"Cybrarians Journal","topic":"Mobile Learning in Education","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":"The Internet; Service (business); World Wide Web; Computer science; Library science; Business; Marketing","score_opus":0.05495508088146265,"score_gpt":0.3220145189434525,"score_spread":0.26705943806198984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401286360","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":[0.8376205,0.00039955214,0.14821133,0.012695916,0.0006085086,0.00034630188,7.686251e-7,0.000010585348,0.000106521264],"genre_scores_gemma":[0.99156886,0.000017429436,0.00625255,0.0019100892,0.00022706376,0.000013790597,0.0000018098701,0.0000038435655,0.000004533163],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887013,0.0002982586,0.0003884034,0.00010660608,0.00019810631,0.00013850378],"domain_scores_gemma":[0.99902046,0.00036205453,0.00026959792,0.00022479892,0.00009799981,0.000025119014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495031,0.000073839554,0.00010746907,0.00011519832,0.00013165222,0.00044280852,0.00069910253,0.00006603334,0.0000030029435],"category_scores_gemma":[0.00019798374,0.00004809967,0.000018571596,0.0005646592,0.000016590297,0.0026099936,0.00013092747,0.0007344094,2.5453025e-7],"study_design_candidate":"qualitative","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":[0.000039521572,0.00011892064,0.06471389,0.000066759676,0.000027419374,0.000012977559,0.88996357,0.015743038,0.000058522517,0.0072494587,0.00089824304,0.021107657],"study_design_scores_gemma":[0.0014496808,0.00013382074,0.33834165,0.00033823412,0.000023876053,0.0005211281,0.24661233,0.39841413,0.000058756345,0.007111905,0.0068232333,0.00017124355],"about_ca_topic_score_codex":0.00010512888,"about_ca_topic_score_gemma":0.000063127474,"teacher_disagreement_score":0.64335126,"about_ca_system_score_codex":0.000037208232,"about_ca_system_score_gemma":0.00023471849,"threshold_uncertainty_score":0.42700127},"labels":[],"label_agreement":null},{"id":"W4401287133","doi":"10.70000/cj.2009.18.394","title":"Electronic resource consortium: a field study on the collection of Egyptian university libraries","year":2009,"lang":"en","type":"article","venue":"Cybrarians Journal","topic":"Library Collection Development and Digital Resources","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":"Political science","score_opus":0.013994193059740555,"score_gpt":0.1961010149175434,"score_spread":0.18210682185780283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401287133","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":[0.63075167,0.00014492594,0.034355476,0.03230709,0.00031922586,0.0005297963,0.0000011560237,0.0002140991,0.30137658],"genre_scores_gemma":[0.99224246,0.000012238414,0.00029204812,0.0010203769,0.00005600583,5.1442646e-7,2.6371546e-7,0.000003681,0.006372391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988824,0.00018689499,0.00021324123,0.00017696442,0.00029978383,0.0002407211],"domain_scores_gemma":[0.9991741,0.00028517572,0.00016244083,0.0002503007,0.000043471766,0.00008451212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002634257,0.00011282154,0.00013607445,0.00024059477,0.0005812864,0.00047624946,0.00081963325,0.00004466412,0.000087090055],"category_scores_gemma":[0.0000899355,0.00008158825,0.00008201388,0.0008740657,0.000030783136,0.0011498178,0.000077593875,0.0003286341,0.000011492373],"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":[0.0008833402,0.001244219,0.025443079,0.0000043698474,0.00028278047,0.00019803665,0.012535868,0.00017268086,0.00019101685,0.7308886,0.20761685,0.020539144],"study_design_scores_gemma":[0.0054860488,0.016536659,0.28950632,0.00015156611,0.00008061798,0.00064201443,0.012342709,0.00235181,0.014577488,0.13686882,0.5202578,0.001198163],"about_ca_topic_score_codex":0.0000035113328,"about_ca_topic_score_gemma":0.0000022279537,"teacher_disagreement_score":0.5940198,"about_ca_system_score_codex":0.0000502563,"about_ca_system_score_gemma":0.00044134204,"threshold_uncertainty_score":0.45924845},"labels":[],"label_agreement":null},{"id":"W4401340223","doi":"10.70000/cj.2018.51.104","title":"A comparative study between the American (Nebraska State) and Canadian (Manitoba State) standards of information literacy","year":2018,"lang":"en","type":"article","venue":"Cybrarians Journal","topic":"Library Science and Information Literacy","field":"Social Sciences","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":"State (computer science); Library science; Political science; Literacy; Computer science; Law; Programming language","score_opus":0.020327025785217664,"score_gpt":0.32563835063592,"score_spread":0.30531132485070234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401340223","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":[0.9842754,0.000019510442,0.0007606865,0.0020412928,0.00021509286,0.00031192866,0.00015515907,0.000011234022,0.012209685],"genre_scores_gemma":[0.9981989,0.00002923661,0.00021106612,0.0011407224,0.00027215207,0.0000025418874,0.0000051624297,0.0000028845475,0.00013731436],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980504,0.00034037998,0.0005140213,0.00007795601,0.00067709404,0.00034017552],"domain_scores_gemma":[0.99819255,0.00013290517,0.0004946948,0.00013461163,0.00068308826,0.00036217898],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0018686627,0.000102514605,0.00021253306,0.0002992574,0.0014853132,0.0012487593,0.00042788152,0.000018280718,0.00020153496],"category_scores_gemma":[0.00013232228,0.00007011929,0.000035469988,0.00074334437,0.0009557837,0.016226554,0.000038828723,0.00022061983,0.000034991182],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003674959,0.00001901125,0.28903133,0.0000029958596,0.000051782612,0.0000020567863,0.64537734,0.0000075001517,0.0000013434378,0.0009187279,0.00642093,0.05813022],"study_design_scores_gemma":[0.00037825454,0.00053971,0.6125545,0.000022772092,0.000012901014,0.000006542035,0.13276944,0.00008593886,0.000035719368,0.0022881646,0.25116464,0.00014143113],"about_ca_topic_score_codex":0.05081476,"about_ca_topic_score_gemma":0.033981923,"teacher_disagreement_score":0.51260793,"about_ca_system_score_codex":0.00011249423,"about_ca_system_score_gemma":0.0018888111,"threshold_uncertainty_score":0.9998146},"labels":[],"label_agreement":null}]}