{"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":"440bd9a7f90c","filters":{"venue":"South African Journal of Libraries and Information Science"}},"results":[{"id":"W2007038115","doi":"10.7553/77-2-59","title":"How to overcome some of the challenges that African scholars are facing in conducting informetrics research","year":2011,"lang":"en","type":"article","venue":"South African Journal of Libraries and Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Informetrics; Limiting; Citation; Computer science; Library science; Bibliometrics; Sociology; Data science; Engineering","authors":[{"name":"Isola Ajiferuke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.729042384110194,"gpt":0.4777192867828101,"spread":0.2513230973273838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1710693,0.00119161,0.00203854,0.01143757,0.01570556,0.03468925,0.00327728,0.009526205,0.006298909],"category_scores_gemma":[0.2617182,0.001088863,0.001157887,0.0123406,0.0179848,0.03478542,0.01284773,0.009472336,0.005009269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005038843,"about_ca_system_score_gemma":0.0571668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007799314,"about_ca_topic_score_gemma":0.01079628,"domain_scores_codex":[0.9054705,0.07238521,0.006306479,0.003241886,0.00912267,0.003473206],"domain_scores_gemma":[0.6648753,0.2331248,0.0182721,0.02221927,0.05139806,0.01011047],"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":[0.0001581547,0.0003985871,0.01587928,0.01261937,0.0003944269,0.001714053,0.1270012,0.001735612,0.00367762,0.1823533,0.1134574,0.540611],"study_design_scores_gemma":[0.00008082196,0.0001323323,0.006385299,0.01293572,0.0001165051,0.001087696,0.1998083,0.001199265,0.002512402,0.2553274,0.5201724,0.0002419514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01715304,0.02384809,0.04825742,0.8813863,0.005438038,0.0005570903,0.0001631703,0.0003630483,0.02283387],"genre_scores_gemma":[0.3025135,0.06148313,0.4760382,0.1341793,0.006414921,0.002875563,0.0003800931,0.00050919,0.01560603],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9885625,"threshold_uncertainty_score":0.9047116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011835121","doi":"10.7553/74-1-1262","title":"Collection development issues in the online environment, Di Su (Ed) : book review","year":2013,"lang":"en","type":"article","venue":"South African Journal of Libraries and Information Science","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Library science; Collection development; Computer science","authors":[{"name":"Caroline E. Dean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01212852373910973,"gpt":0.2034634896879437,"spread":0.191334965948834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002852458,0.0007435083,0.001067753,0.004068748,0.001135326,0.006466362,0.00148734,0.002262207,0.01597615],"category_scores_gemma":[0.009050106,0.0006643565,0.0005305184,0.01034677,0.001251801,0.007369592,0.001689319,0.00295627,0.009308491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845954,"about_ca_system_score_gemma":0.005997819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008262333,"about_ca_topic_score_gemma":0.02040217,"domain_scores_codex":[0.9984508,0.0003620726,0.0001466302,0.0001093759,0.0008488825,0.00008227313],"domain_scores_gemma":[0.9936905,0.003114592,0.0005356091,0.0001256707,0.002214892,0.0003186059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001252922,0.0000240038,0.0001735395,0.003267847,0.00001242211,0.00005370567,0.0002366345,0.0000911148,0.00008060993,0.002472192,0.7550313,0.2385441],"study_design_scores_gemma":[0.000003620851,0.00001367608,0.0005206513,0.003571762,0.00001326513,0.0002535502,0.0003458466,0.00002949837,0.00006265917,0.0006100234,0.9945652,0.00001020556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001458014,0.9739589,0.0002819404,0.01187021,0.005908961,0.00001583182,0.00005452524,0.00003906026,0.007724851],"genre_scores_gemma":[0.001315782,0.9727103,0.0005739198,0.003830789,0.00289568,0.00003154589,0.0001162555,0.00003659276,0.01848918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01597615,"threshold_uncertainty_score":0.05344558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}