{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"99fdf107a5a7","filters":{"venue":"Wits University Press eBooks"}},"results":[{"id":"W4385141795","doi":"10.18772/12022077724","title":"In the Balance","year":2022,"lang":"en","type":"book","venue":"Wits University Press eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of the Witwatersrand, Johannesburg; International Labour Organization; York University","keywords":"Balance (ability); Psychology; Neuroscience","authors":[{"name":"Hein Marais","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03663295700280077,"gpt":0.268731655529899,"spread":0.2320986985270982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282536,0.0001130618,0.0001725038,0.00006697545,0.00123305,0.00002347518,0.0007524051,0.0001605634,0.00003508692],"category_scores_gemma":[0.00002423277,0.00009488699,0.00009154798,0.00003285547,0.0005161937,0.00005996626,0.0002186,0.0004625303,0.000004159202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085904,"about_ca_system_score_gemma":0.0003615059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0060991,"about_ca_topic_score_gemma":0.001833623,"domain_scores_codex":[0.9988248,0.0002916572,0.00007050317,0.0001720625,0.0003926288,0.000248337],"domain_scores_gemma":[0.9995347,0.0001562184,0.000090854,0.0001558523,0.00002945862,0.0000329043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001035949,0.000007179577,0.000004820645,0.000009836591,0.00002477195,0.00006513508,0.04844503,5.465131e-7,6.83386e-8,0.8084732,0.1427359,0.0002231278],"study_design_scores_gemma":[0.0001334083,0.00001028408,0.00002302889,0.00001360686,0.00002479623,3.458043e-7,0.008118733,2.424927e-7,2.018889e-7,0.006792674,0.9847598,0.0001228753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002226947,0.00008159938,4.19454e-7,0.0009896646,0.0003015038,0.0002996894,0.00004063657,0.00003571331,0.9982285],"genre_scores_gemma":[0.0005155836,0.0003926553,0.000002496878,0.000468929,0.0005117796,0.000002009544,0.000004177371,0.000007079856,0.9980953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8420239,"threshold_uncertainty_score":0.9483747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914597649","doi":"10.18772/22014107656.31","title":"The Ethiopian Quarter","year":2014,"lang":"en","type":"book-chapter","venue":"Wits University Press eBooks","topic":"African history and culture analysis","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","authors":[{"name":"Hannah le Roux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0188177834051005,"gpt":0.2058728833939995,"spread":0.1870550999888989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002699576,0.0001573755,0.0001957051,0.00004655465,0.001939922,0.00005720451,0.000621598,0.0003339212,0.00009235358],"category_scores_gemma":[0.00001207325,0.0001315253,0.0002143367,0.000008363476,0.0007907684,0.00003718706,0.00006805119,0.0003572178,0.00005588452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606506,"about_ca_system_score_gemma":0.0001160276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006838674,"about_ca_topic_score_gemma":0.003467106,"domain_scores_codex":[0.9989595,0.000136193,0.00009422164,0.0002467872,0.0003514647,0.000211776],"domain_scores_gemma":[0.9991423,0.0001112027,0.0001719001,0.0003253,0.0001227966,0.0001264813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001281664,0.000001185666,4.936614e-7,0.000003072139,0.00008918766,0.00001176107,0.008722304,3.248072e-7,5.53854e-7,0.9475722,0.04149565,0.002090393],"study_design_scores_gemma":[0.00006981495,0.00001394398,8.305498e-7,0.00002038073,0.0001959651,2.209893e-7,0.001326111,8.702848e-7,7.947941e-7,0.001232494,0.9969589,0.0001796784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002473951,0.00008816613,0.0001115981,0.0002628575,0.0001648532,0.000121817,0.00000855918,0.00007115318,0.9991685],"genre_scores_gemma":[0.002133906,0.00009073073,0.00001079292,0.0001100689,0.0002788143,2.777054e-7,0.000003356047,0.00001097445,0.9973611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9554632,"threshold_uncertainty_score":0.9993594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788238618","doi":"10.18772/22013127533","title":"Marxisms in the 21st Century","year":2018,"lang":"en","type":"book","venue":"Wits University Press eBooks","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"RMIT University; University of Oxford; University of Cambridge; McGill University","keywords":"Capitalism; Democracy; Marxist philosophy; Globalization; Creativity; Ecological crisis; Feminism; Field (mathematics); Sociology; Social science; Political science; Environmental ethics; Political economy; Gender studies; Law; Philosophy; Politics","authors":[{"name":"Patrick Bond","is_ca":false},{"name":"Michael Burawoy","is_ca":false},{"name":"Jacklyn Cock","is_ca":false},{"name":"Daryl Glaser","is_ca":false},{"name":"Meg Luxton","is_ca":false},{"name":"Trevor Ngwane","is_ca":false},{"name":"John Ralston Saul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672102462225785,"gpt":0.2307839830405956,"spread":0.2040629584183377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004523142,0.0001572377,0.0002021362,0.0000916986,0.0004225358,0.00006373242,0.0009631719,0.0003915875,0.00009537311],"category_scores_gemma":[0.00003386943,0.0001471188,0.0001041277,0.00001752536,0.0009434787,0.0001024497,0.0001807929,0.0004003859,0.00005254082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389051,"about_ca_system_score_gemma":0.0005085432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722628,"about_ca_topic_score_gemma":0.001703102,"domain_scores_codex":[0.9986404,0.0003045444,0.0001109947,0.0002773123,0.0002418936,0.0004248409],"domain_scores_gemma":[0.9992081,0.0002291344,0.00008938422,0.0002941211,0.000049567,0.0001296713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001139158,0.00001097062,0.000001736736,0.00001188919,0.00001461496,0.00004018066,0.004391927,4.389294e-8,8.391599e-8,0.9676866,0.0258391,0.001991446],"study_design_scores_gemma":[0.0001842456,0.00001736045,0.00001583775,0.00005357729,0.00003395198,6.934361e-7,0.002185662,4.913458e-7,0.000001167587,0.00652553,0.9908011,0.0001803906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003630218,0.00005170601,0.000004146926,0.0002306776,0.0003164559,0.0003529084,0.0000469242,0.00004941174,0.9989114],"genre_scores_gemma":[0.002205995,0.0002361036,0.00001808696,0.0004868942,0.0005140193,9.331936e-7,0.00001093143,0.000009799545,0.9965172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.964962,"threshold_uncertainty_score":0.5999331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111591510","doi":"10.18772/12019093900.12","title":"Psychology is culture","year":2019,"lang":"en","type":"book-chapter","venue":"Wits University Press eBooks","topic":"Cultural Differences and Values","field":"Psychology","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":"Psychology; Psychoanalysis; Cognitive science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1015542673748931,"gpt":0.3161329158307755,"spread":0.2145786484558824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003461846,0.0004088369,0.0004624058,0.0001017301,0.0001112599,0.0000273489,0.0006191682,0.0009447442,0.002977913],"category_scores_gemma":[0.000001186183,0.0003685898,0.0002791727,0.000006599267,0.0001854891,0.00004366556,0.0002002629,0.0006263825,0.0009818737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004655561,"about_ca_system_score_gemma":0.00002843611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001716217,"about_ca_topic_score_gemma":0.00001695012,"domain_scores_codex":[0.998579,0.00004147303,0.0001609426,0.000715802,0.0001877367,0.0003150177],"domain_scores_gemma":[0.9988384,0.00002207098,0.0002155238,0.0006951128,0.0001078842,0.0001209878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001240447,0.00001358307,0.00001753387,0.00002613784,0.0003202209,0.0000927814,0.002432726,6.487159e-8,0.000021195,0.7207743,0.2726595,0.00351787],"study_design_scores_gemma":[0.0007251846,0.0001596529,0.0003158683,0.00008787736,0.0001979629,0.00002483559,0.0001293276,9.0908e-7,0.0000077815,0.00126821,0.9966244,0.0004580521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002457173,0.0003704608,0.00001653339,0.0000881267,0.001051991,0.0003669673,0.0002839098,0.0001266427,0.9974496],"genre_scores_gemma":[0.001280345,0.0001541347,0.00003424373,0.0007283209,0.0002034368,4.627897e-7,0.00005903091,0.0000383551,0.9975017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7239648,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}