{"meta":{"query_hash":"cc01620338c2","filters":{"venue":"Zambia Journal of Library & Information Science"},"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/cc01620338c2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Zambia+Journal+of+Library+%26+Information+Science"},"results":[{"id":"W4411413014","doi":"10.53974/unza.zajlis","title":"Zambia Journal of Library and Information Science","year":2025,"lang":"en","type":"paratext","venue":"Zambia Journal of Library & Information Science","topic":"Business Strategies and Management Research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Library science; Data science; Computer science; Information retrieval","score_opus":0.03982081200889194,"score_gpt":0.34853540582213716,"score_spread":0.30871459381324523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411413014","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5344132,0.0931975,0.0024589356,0.04548841,0.0006655802,0.0006133536,0.00312122,0.00033710973,0.3197046],"genre_scores_gemma":[0.9230041,0.036081355,0.0029046643,0.0019927332,0.00009581699,0.00012007397,0.0010227362,0.000028676368,0.034749854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995827,0.00009149479,0.000051139737,0.000038030583,0.000107405256,0.00012933796],"domain_scores_gemma":[0.99933416,0.00020144023,0.0001258972,0.000065600456,0.00020641518,0.00006640285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043848966,0.00019932124,0.00025963358,0.0020368786,0.001865678,0.004269408,0.00021212308,0.00051412947,0.017165242],"category_scores_gemma":[0.001732708,0.00018544824,0.00015360457,0.0027888226,0.0007863052,0.0012764393,0.0011513277,0.0005900616,0.0015225955],"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":[0.00027007848,0.00022531366,0.11022327,0.005620918,0.00007677215,0.004458597,0.026492361,0.00061273365,0.011826433,0.07808983,0.11271988,0.64938384],"study_design_scores_gemma":[0.000016991162,0.00007053315,0.23944244,0.0018921221,0.0000696926,0.0019897737,0.027174069,0.00038587375,0.001588042,0.0028561377,0.72447705,0.000037334437],"about_ca_topic_score_codex":0.055366825,"about_ca_topic_score_gemma":0.088235006,"teacher_disagreement_score":0.055366825,"about_ca_system_score_codex":0.0029970678,"about_ca_system_score_gemma":0.007348834,"threshold_uncertainty_score":0.11008906},"labels":[],"label_agreement":null},{"id":"W4411413120","doi":"10.53974/unza.zajlis.8.2.141","title":"Aligning the American College of Research Libraries Framework with the Information Literacy Knowledge and Skills of Undergraduate Students at the University of Zambia","year":2024,"lang":"en","type":"article","venue":"Zambia Journal of Library & Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Information literacy; Focus group; Lifelong learning; Library instruction; Qualitative research; Pedagogy; Literacy; Mathematics education; Psychology; Medical education; Sociology; Medicine","score_opus":0.013623787262269536,"score_gpt":0.3287233316222914,"score_spread":0.31509954436002185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411413120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70682704,0.0073607834,0.028382065,0.13902502,0.00029001868,0.0014879986,0.00017774237,0.00023473294,0.11621457],"genre_scores_gemma":[0.96750325,0.0021370698,0.023140734,0.0025036447,0.00002700515,0.00045138272,0.000058370133,0.000021330829,0.0041572065],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99125075,0.0054083965,0.00045633197,0.00037613837,0.0011300402,0.0013783253],"domain_scores_gemma":[0.9896052,0.0041789976,0.0011490507,0.0007378254,0.0022235122,0.0021054859],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.011748746,0.00029804086,0.00027386995,0.003708854,0.005457983,0.007915717,0.00086761924,0.001183799,0.0014457825],"category_scores_gemma":[0.016947454,0.00027552882,0.00025375737,0.002660447,0.0072699147,0.0037185044,0.0073037734,0.002520261,0.000295798],"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":[0.00008051253,0.00030883893,0.053252317,0.0014657794,0.000018302368,0.0011867322,0.44185108,0.0005842412,0.005867419,0.1459457,0.012710267,0.33672875],"study_design_scores_gemma":[0.000035898604,0.00023829233,0.12442525,0.0046990095,0.000054302334,0.0010822951,0.48647955,0.0010529117,0.0027858268,0.034546148,0.34450087,0.00009963118],"about_ca_topic_score_codex":0.06649906,"about_ca_topic_score_gemma":0.16795008,"teacher_disagreement_score":0.99208426,"about_ca_system_score_codex":0.013871292,"about_ca_system_score_gemma":0.054401964,"threshold_uncertainty_score":0.13222396},"labels":[],"label_agreement":null}]}