{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"cc01620338c2","filters":{"venue":"Zambia Journal of Library & 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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Library science; Data science; Computer science; Information retrieval","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03982081200889194,"gpt":0.3485354058221372,"spread":0.3087145938132452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384897,0.0001993212,0.0002596336,0.002036879,0.001865678,0.004269408,0.0002121231,0.0005141295,0.01716524],"category_scores_gemma":[0.001732708,0.0001854482,0.0001536046,0.002788823,0.0007863052,0.001276439,0.001151328,0.0005900616,0.001522596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997068,"about_ca_system_score_gemma":0.007348834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05536683,"about_ca_topic_score_gemma":0.08823501,"domain_scores_codex":[0.9995827,0.00009149479,0.00005113974,0.00003803058,0.0001074053,0.000129338],"domain_scores_gemma":[0.9993342,0.0002014402,0.0001258972,0.00006560046,0.0002064152,0.00006640285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002700785,0.0002253137,0.1102233,0.005620918,0.00007677215,0.004458597,0.02649236,0.0006127337,0.01182643,0.07808983,0.1127199,0.6493838],"study_design_scores_gemma":[0.00001699116,0.00007053315,0.2394424,0.001892122,0.0000696926,0.001989774,0.02717407,0.0003858737,0.001588042,0.002856138,0.7244771,0.00003733444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5344132,0.0931975,0.002458936,0.04548841,0.0006655802,0.0006133536,0.00312122,0.0003371097,0.3197046],"genre_scores_gemma":[0.9230041,0.03608136,0.002904664,0.001992733,0.00009581699,0.000120074,0.001022736,0.00002867637,0.03474985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05536683,"threshold_uncertainty_score":0.1100891,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mary Chipanshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01362378726226954,"gpt":0.3287233316222914,"spread":0.3150995443600219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01174875,0.0002980409,0.00027387,0.003708854,0.005457983,0.007915717,0.0008676192,0.001183799,0.001445782],"category_scores_gemma":[0.01694745,0.0002755288,0.0002537574,0.002660447,0.007269915,0.003718504,0.007303773,0.002520261,0.000295798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01387129,"about_ca_system_score_gemma":0.05440196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06649906,"about_ca_topic_score_gemma":0.1679501,"domain_scores_codex":[0.9912508,0.005408396,0.000456332,0.0003761384,0.00113004,0.001378325],"domain_scores_gemma":[0.9896052,0.004178998,0.001149051,0.0007378254,0.002223512,0.002105486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008051253,0.0003088389,0.05325232,0.001465779,0.00001830237,0.001186732,0.4418511,0.0005842412,0.005867419,0.1459457,0.01271027,0.3367288],"study_design_scores_gemma":[0.0000358986,0.0002382923,0.1244252,0.004699009,0.00005430233,0.001082295,0.4864796,0.001052912,0.002785827,0.03454615,0.3445009,0.00009963118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706827,0.007360783,0.02838206,0.139025,0.0002900187,0.001487999,0.0001777424,0.0002347329,0.1162146],"genre_scores_gemma":[0.9675032,0.00213707,0.02314073,0.002503645,0.00002700515,0.0004513827,0.00005837013,0.00002133083,0.004157207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9920843,"threshold_uncertainty_score":0.132224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}