{"meta":{"query_hash":"67ffe8a5118d","filters":{"venue":"Malaysian Journal of Library & Information Science"},"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/67ffe8a5118d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Malaysian+Journal+of+Library+%26+Information+Science"},"results":[{"id":"W2126103505","doi":"","title":"ETHICAL ISSUES SURROUNDING THE USE OF INFORMATION IN HEALTH CARE","year":2004,"lang":"en","type":"article","venue":"Malaysian Journal of Library & Information Science","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":4,"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":"Secrecy; Confidentiality; Context (archaeology); Ethical issues; Health care; Engineering ethics; Public relations; Medical information; Political science; Information ethics; Business; Medicine; Internet privacy; Law; Computer science; Family medicine; Engineering; History","score_opus":0.060866168585659096,"score_gpt":0.32840605437006665,"score_spread":0.26753988578440757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126103505","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":[0.9686542,0.00009953939,0.0022620335,0.02726156,0.00018458867,0.00021321634,0.0000074079867,0.000011515859,0.0013059318],"genre_scores_gemma":[0.9882433,0.00009851688,0.006980542,0.004631014,0.000029050196,6.6756877e-7,0.00001042893,0.0000018119242,0.000004678864],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99808645,0.00005592632,0.00094661745,0.000033353066,0.00071157067,0.00016605908],"domain_scores_gemma":[0.99869686,0.00007224654,0.00073307863,0.00015071133,0.0002212513,0.00012582775],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010243793,0.00006730241,0.00018196412,0.0006701729,0.000119603574,0.00018046235,0.00028295,0.000052994677,0.000024140298],"category_scores_gemma":[0.00061546575,0.000044553555,0.000058154965,0.001133431,0.0002228993,0.024031658,0.00006052071,0.00045260877,0.0000113669985],"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":[0.0014002069,0.0001979486,0.22797349,0.0018858536,0.000045732486,0.000024115081,0.51951563,0.071502596,0.00037885236,0.08729789,0.003207262,0.08657043],"study_design_scores_gemma":[0.0070954887,0.0034219378,0.6271796,0.0043697767,0.00003537669,0.00095182407,0.047578685,0.003840935,0.012003437,0.0026215005,0.2904457,0.00045575816],"about_ca_topic_score_codex":0.000021550972,"about_ca_topic_score_gemma":4.3279613e-7,"teacher_disagreement_score":0.47193694,"about_ca_system_score_codex":0.00009058915,"about_ca_system_score_gemma":0.0013159206,"threshold_uncertainty_score":0.9896187},"labels":[],"label_agreement":null},{"id":"W3015626305","doi":"10.22452/mjlis.vol25no1.7","title":"Macro-level collaboration network analysis and visualization with Essential Science Indicators: A case of social science","year":2020,"lang":"en","type":"article","venue":"Malaysian Journal of Library & Information Science","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":9,"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":"Fundamental Research Funds for the Central Universities; China Scholarship Council; National Natural Science Foundation of China","keywords":"Betweenness centrality; Centrality; Social network analysis; Field (mathematics); Clustering coefficient; Cluster analysis; Data science; Ranking (information retrieval); Regional science; Network science; Computer science; Network analysis; Similarity (geometry); Macro; Social network (sociolinguistics); Internationalization; Complex network; Average path length; Geography; World Wide Web; Information retrieval; Shortest path problem; Statistics; Business; Social media; Graph; Mathematics","score_opus":0.006711227098889307,"score_gpt":0.2646125725971509,"score_spread":0.25790134549826155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015626305","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":[0.79103726,0.0000061884575,0.20625485,0.00032879604,0.000029864235,0.00011368598,0.000015536063,0.000017365524,0.0021964489],"genre_scores_gemma":[0.9906933,0.0000019874701,0.009017165,0.00011382033,0.00015779649,0.0000017848394,0.000007733284,0.0000040748523,0.0000023906691],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99782586,0.0000370854,0.0007115161,0.0001802883,0.0009775722,0.00026765923],"domain_scores_gemma":[0.99754643,0.000024519552,0.0013583046,0.00013571291,0.0006894441,0.000245564],"candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012028514,0.000121049365,0.000281866,0.0016844386,0.00074459566,0.00087940204,0.00063530786,0.000017713803,0.0001068191],"category_scores_gemma":[0.000033730917,0.00010085642,0.0000700326,0.026222767,0.0019364568,0.016743358,0.00021606343,0.00012155099,9.937554e-7],"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":[0.0002804906,0.00012799678,0.5416594,0.00006446725,0.00033197727,0.000030397532,0.03283588,0.019632345,0.008830978,0.36178267,0.000609828,0.033813547],"study_design_scores_gemma":[0.0022294056,0.0012819342,0.26276642,0.00015332701,0.0014428716,0.00028522732,0.021402813,0.5703717,0.13390511,0.0032312484,0.0016566621,0.0012732806],"about_ca_topic_score_codex":0.000005383273,"about_ca_topic_score_gemma":4.5663612e-7,"teacher_disagreement_score":0.55073935,"about_ca_system_score_codex":0.000030493075,"about_ca_system_score_gemma":0.001411356,"threshold_uncertainty_score":0.9970089},"labels":[],"label_agreement":null},{"id":"W3016177418","doi":"10.22452/mjlis.vol25no1.4","title":"Diffusion and impact of Marshall McLuhan's published work in the Web of Science","year":2020,"lang":"en","type":"article","venue":"Malaysian Journal of Library & Information Science","topic":"Digital Communication and Language","field":"Computer Science","cited_by":4,"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":"Universidad Internacional de La Rioja","keywords":"Subject (documents); Sociology; Web of science; Social science; Nature of Science; Epistemology; Library science; Computer science; Science education; Philosophy; Political science; Law; Pedagogy; MEDLINE","score_opus":0.012808781064529066,"score_gpt":0.2401196502882841,"score_spread":0.22731086922375504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016177418","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":[0.96191496,0.00006682274,0.001807135,0.0049026683,0.00004146761,0.00009408632,0.0000027548028,0.000010737491,0.031159388],"genre_scores_gemma":[0.9950561,0.000026543943,0.004221827,0.0006828453,0.00000700564,4.665337e-7,5.935938e-7,0.0000014193668,0.0000032209405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981971,0.000055311913,0.0006371057,0.000088057146,0.000854382,0.00016809377],"domain_scores_gemma":[0.9985068,0.00009092085,0.0006695944,0.00038254567,0.00018928222,0.00016085523],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013938323,0.00007636184,0.00015603483,0.0006790684,0.00009167139,0.0008324986,0.003653293,0.000018101668,0.000026811946],"category_scores_gemma":[0.0003798018,0.000046788737,0.000064843305,0.0053178105,0.0008276148,0.035463378,0.0006271752,0.0001710376,0.0000021878539],"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":[0.0003897433,0.0004805674,0.26762357,0.00023056708,0.000029171368,0.000030017347,0.18002734,0.0033837524,0.025249306,0.35144454,0.0031855074,0.16792594],"study_design_scores_gemma":[0.0009946933,0.0008358258,0.93838453,0.00021700056,0.0000047668855,0.00013622765,0.004318959,0.04756845,0.003507174,0.001158993,0.0026419386,0.0002314299],"about_ca_topic_score_codex":0.0000020265368,"about_ca_topic_score_gemma":8.294475e-8,"teacher_disagreement_score":0.670761,"about_ca_system_score_codex":0.000016233555,"about_ca_system_score_gemma":0.00088320294,"threshold_uncertainty_score":0.9780271},"labels":[],"label_agreement":null},{"id":"W3084756338","doi":"10.22452/mjlis.vol25no2.4","title":"Bibliometric mapping of top papers in Library and Information Science based on the Essential Science Indicators Database","year":2020,"lang":"en","type":"article","venue":"Malaysian Journal of Library & Information Science","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":34,"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; China; Web of science; Field (mathematics); Subject (documents); Informatics; Information science; Computer science; Visualization; World Wide Web; Data science; Political science; MEDLINE; Data mining","score_opus":0.037494484562408434,"score_gpt":0.28406700535100154,"score_spread":0.2465725207885931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084756338","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":[0.9522901,0.000031857016,0.00014533372,0.01835009,0.00021482723,0.0002493841,0.000010957794,0.000016423812,0.028690984],"genre_scores_gemma":[0.99047875,0.0002475993,0.0026623262,0.006550936,0.00004780517,0.000002945114,0.0000045611127,0.0000027292656,0.0000023521368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972123,0.000028748524,0.00079553743,0.00012851425,0.0015598196,0.00027506982],"domain_scores_gemma":[0.99839705,0.0001459131,0.0007007834,0.00022049909,0.00017237572,0.0003633889],"candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0018494151,0.000104622544,0.00019810442,0.029031504,0.00035545748,0.00040838803,0.0007467962,0.000025331017,0.00009930572],"category_scores_gemma":[0.0012597146,0.000070968286,0.00003954583,0.0945036,0.0021474292,0.055107832,0.00028861113,0.00027048637,0.0000072522944],"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":[0.00038119554,0.00012022539,0.8729552,0.00060873467,0.000013812181,0.000008654315,0.023736106,0.00067455374,0.0028440945,0.033480093,0.0006474594,0.06452987],"study_design_scores_gemma":[0.0008937107,0.00047184736,0.9320304,0.00040702513,0.000016122985,0.00004919795,0.022780752,0.014729954,0.020777518,0.000027412108,0.0076431558,0.00017290935],"about_ca_topic_score_codex":0.0000011051001,"about_ca_topic_score_gemma":4.5892192e-9,"teacher_disagreement_score":0.065472096,"about_ca_system_score_codex":0.000033680677,"about_ca_system_score_gemma":0.0031658914,"threshold_uncertainty_score":0.9819736},"labels":[],"label_agreement":null},{"id":"W3114226199","doi":"10.22452/mjlis.vol25no3.3","title":"Similarity indexes for scientometric research: A comparative analysis","year":2020,"lang":"en","type":"article","venue":"Malaysian Journal of Library & Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Jaccard index; Similarity (geometry); Scientometrics; Computer science; Index (typography); Citation analysis; Information retrieval; Statistics; Citation; Mathematics; Artificial intelligence; Library science; Pattern recognition (psychology); World Wide Web","score_opus":0.7831704493547128,"score_gpt":0.6110607620420506,"score_spread":0.17210968731266219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114226199","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":[0.85926634,0.0002948005,0.09964037,0.017372658,0.0005471149,0.0006597885,0.0001672484,0.00003340958,0.022018293],"genre_scores_gemma":[0.9886415,0.000042995773,0.010179477,0.00089071307,0.00013098028,0.000004967143,0.0000047879244,0.0000035230921,0.00010103169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9769451,0.00035881248,0.0020209972,0.00043593126,0.019383697,0.00085544126],"domain_scores_gemma":[0.9780642,0.0051682983,0.0015267624,0.0005782815,0.012983738,0.0016787429],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science"],"consensus_categories":["metaresearch","bibliometrics","scholarly_communication"],"category_scores_codex":[0.054784868,0.00016082122,0.00062672154,0.20565763,0.0009204723,0.011165133,0.0072164154,0.000079996586,0.0005996611],"category_scores_gemma":[0.055673275,0.000109192624,0.00045433192,0.659561,0.0013361287,0.03547196,0.0011274924,0.00061968097,0.00017913654],"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":[0.00077136845,0.0003427733,0.70587856,0.000057880367,0.00031696146,0.00002425124,0.020387828,0.021076253,0.0014031961,0.030779732,0.12654063,0.09242055],"study_design_scores_gemma":[0.0017117399,0.002212238,0.4436045,0.00002151821,0.00008205752,0.00003135551,0.0114327585,0.28980586,0.009432349,0.009939705,0.23122138,0.00050455215],"about_ca_topic_score_codex":0.0000026133812,"about_ca_topic_score_gemma":2.7728476e-7,"teacher_disagreement_score":0.45390332,"about_ca_system_score_codex":0.00010642412,"about_ca_system_score_gemma":0.0020402507,"threshold_uncertainty_score":0.998155},"labels":[],"label_agreement":null},{"id":"W3163374609","doi":"10.22452/mjlis.vol26no1.7","title":"The internationalization of Chinese scholarly journals based on publications deriving from the G8 countries","year":2021,"lang":"en","type":"article","venue":"Malaysian Journal of Library & Information Science","topic":"scientometrics and bibliometrics research","field":"Decision 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":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Jiangsu Province; Government of Jiangsu Province","keywords":"Internationalization; China; Political science; Library science; Discipline; Web of science; Chinese academy of sciences; Regional science; Geography; Business; International trade; MEDLINE; Computer science; Law","score_opus":0.19250478796630904,"score_gpt":0.4673025271239805,"score_spread":0.2747977391576715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163374609","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":[0.811713,0.0011862033,0.07236512,0.09527627,0.0014386849,0.00019161523,0.000113281436,0.000015315052,0.01770054],"genre_scores_gemma":[0.99627346,0.00031535694,0.0015096848,0.0015678323,0.00011528694,0.0000020187263,0.0000066336574,0.0000037599918,0.00020597651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98722446,0.00030283933,0.0014517225,0.0001586666,0.010600758,0.00026153194],"domain_scores_gemma":[0.97935426,0.0074541573,0.0020863633,0.0006963517,0.010149025,0.00025983388],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["bibliometrics","scholarly_communication"],"category_scores_codex":[0.020423902,0.00010162729,0.00018581572,0.012053256,0.0010027691,0.021376956,0.0046698246,0.000042736345,0.0009153825],"category_scores_gemma":[0.07187665,0.000048073052,0.00016061636,0.08679616,0.0005412262,0.036164563,0.00034513403,0.0003744605,0.0000530667],"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":[0.00004491699,0.00005720018,0.9122648,0.000002705585,0.00001943629,0.0000028908062,0.0010287932,0.0054179397,0.00046679308,0.01564923,0.011219462,0.05382582],"study_design_scores_gemma":[0.00030554645,0.0000682779,0.8879389,0.000046668647,0.0000037967097,0.000027316702,0.0013694982,0.03810627,0.0024397727,0.0073009273,0.062315837,0.000077172605],"about_ca_topic_score_codex":0.0000029814819,"about_ca_topic_score_gemma":9.908102e-7,"teacher_disagreement_score":0.18456048,"about_ca_system_score_codex":0.0000632277,"about_ca_system_score_gemma":0.002392407,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null}]}