{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"3c0b7c067cd6","filters":{"venue":"UJ Press eBooks"}},"results":[{"id":"W4240780792","doi":"10.18820/9781920382360","title":"Southern African Geomorphology","year":2013,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Geomorphology; Geology; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02772643002616105,"gpt":0.1928018570230913,"spread":0.1650754269969302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001223869,0.0003797511,0.0001308847,0.001156901,0.0008697179,0.0009621044,0.0001455078,0.0001804618,0.03972496],"category_scores_gemma":[0.0003747228,0.0001364748,0.00007382371,0.002346909,0.0003271318,0.0006673224,0.0005258521,0.0004045418,0.005069571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768423,"about_ca_system_score_gemma":0.0006620838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427082,"about_ca_topic_score_gemma":0.0395347,"domain_scores_codex":[0.9999418,0.000008229379,0.000004052904,0.000009444527,0.00002536605,0.00001111263],"domain_scores_gemma":[0.9999523,0.000007927819,0.000007309574,0.000005719296,0.00002121218,0.000005589643],"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":[0.0000263379,0.000009112173,0.003483959,0.0005837027,0.000007319072,0.0006164858,0.003824582,0.0007015111,0.002747042,0.08822402,0.2662901,0.6334859],"study_design_scores_gemma":[6.237595e-7,0.000002136972,0.004116266,0.00007344002,0.000001074271,0.0002301252,0.000219711,0.0000489836,0.00008629491,0.001280359,0.9939393,0.000001687154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02580442,0.05991968,0.002999118,0.003880377,0.00109278,0.0001066085,0.003131782,0.0002393531,0.9028258],"genre_scores_gemma":[0.1246513,0.04601451,0.004628084,0.0004046585,0.0002119629,0.00006887323,0.002065171,0.0001489084,0.8218064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03972496,"threshold_uncertainty_score":0.1328933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401766218","doi":"10.36615/9781776489688","title":"Reappraising the Life and Legacy of Jan C. Smuts","year":2024,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"South African History and Culture","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"Universiteit Stellenbosch","keywords":"Rhetoric; Politics; Principal (computer security); Racism; Political rhetoric; Political science; Sociology; History; Law; Philosophy; Theology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0444948347491478,"gpt":0.2861980042776779,"spread":0.2417031695285301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009851551,0.0006286629,0.0003709257,0.001003316,0.00544439,0.005429062,0.0005193643,0.001331263,0.01191363],"category_scores_gemma":[0.002313272,0.0004186925,0.0001846738,0.001281605,0.003830303,0.006881363,0.002178283,0.005297059,0.004702128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135413,"about_ca_system_score_gemma":0.002488862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005304466,"about_ca_topic_score_gemma":0.02247957,"domain_scores_codex":[0.9995672,0.0001718421,0.00001040765,0.00004309017,0.0001677645,0.00003971058],"domain_scores_gemma":[0.9992294,0.0003992372,0.00004502187,0.00003486533,0.0001666476,0.0001247466],"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":[0.00001861785,0.00001230436,0.0001494168,0.0001714546,0.000002957527,0.0002375001,0.0115637,0.00006678675,0.000256334,0.07947875,0.8467716,0.06127061],"study_design_scores_gemma":[6.21628e-7,0.000003653214,0.00008046796,0.0001147152,7.300571e-7,0.0001224924,0.001373885,0.00001744351,0.00004046442,0.003299758,0.9949432,0.000002530102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004102719,0.2623857,0.002728836,0.2051481,0.05028195,0.00002808674,0.00006800951,0.0001928623,0.4750638],"genre_scores_gemma":[0.03546101,0.1013574,0.002732803,0.0350267,0.01148008,0.00003891604,0.0000534869,0.0004526788,0.8133969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01191363,"threshold_uncertainty_score":0.03985506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255901691","doi":"10.18820/9781920382223","title":"Law, Language and the Multilingual State","year":2013,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Max Planck - University of Ottawa Centre for Extreme and Quantum Photonics; Université de Moncton; Government of Canada","funders":"","keywords":"State (computer science); Linguistics; Computer science; Political science; Programming language; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05694381558842335,"gpt":0.4105156096002094,"spread":0.3535717940117861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007848532,0.0002199446,0.0001862044,0.0006915365,0.004172211,0.006128506,0.0005217149,0.001598135,0.005873257],"category_scores_gemma":[0.001315628,0.0001396762,0.0001498967,0.0008946429,0.01006412,0.003615589,0.001974267,0.003152272,0.0008281735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005529296,"about_ca_system_score_gemma":0.004787409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642406,"about_ca_topic_score_gemma":0.02462371,"domain_scores_codex":[0.9993141,0.0003215008,0.00001577006,0.00005869551,0.0001599881,0.000130066],"domain_scores_gemma":[0.9995354,0.000290232,0.00003048,0.00002546632,0.0000663595,0.00005201251],"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":[0.000001807985,0.00000465601,0.00003076573,0.00001273104,5.085159e-7,0.00002198099,0.001288728,0.00004826158,0.00002392473,0.9794709,0.01371936,0.005376355],"study_design_scores_gemma":[0.000005992148,0.000008720095,0.0002991767,0.0002170978,0.000002191558,0.00005326105,0.002380779,0.0001992771,0.0001019556,0.3549773,0.6417456,0.000008585943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003296461,0.02525664,0.001066521,0.02735039,0.0005281105,0.0000109282,0.00001893948,0.00003299801,0.9424389],"genre_scores_gemma":[0.4438421,0.02012618,0.001367746,0.01322559,0.001627736,0.0001033452,0.00004650286,0.00007525332,0.5195855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01642406,"threshold_uncertainty_score":0.04011804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737418324","doi":"10.18820/9781920382957","title":"Get Ready ... Get Set ... GO!","year":2017,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Set (abstract data type); Computer science; Programming language","authors":[{"name":"Riana Coetsee","is_ca":false},{"name":"Hesta Friedrich-Nel","is_ca":false},{"name":"Martina Gaisch","is_ca":false},{"name":"Somarie Holtzhausen","is_ca":false},{"name":"Ulrich D. Holzbaur","is_ca":false},{"name":"Deseré Kokt","is_ca":false},{"name":"Joyce MacKinnon","is_ca":false},{"name":"Ntsoaki J. Malebo","is_ca":false},{"name":"K. Edith M. Sempe","is_ca":false},{"name":"S. Tilley","is_ca":true},{"name":"Henriëtte van den Berg","is_ca":false},{"name":"Van Der Merwe Af","is_ca":false},{"name":"Kobus van der Walt","is_ca":false},{"name":"Gina Wisker","is_ca":false},{"name":"Philina Wittke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05751238263674556,"gpt":0.2853446427114664,"spread":0.2278322600747208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002855936,0.0007920503,0.0005695875,0.0009020934,0.001434317,0.005406918,0.0007448636,0.001346044,0.3990231],"category_scores_gemma":[0.001616738,0.000394607,0.0006492953,0.001134235,0.0005168774,0.005139051,0.002570102,0.002265748,0.3685474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004864809,"about_ca_system_score_gemma":0.0006820003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018766,"about_ca_topic_score_gemma":0.002252192,"domain_scores_codex":[0.9997593,0.0000320421,0.000008092477,0.00003550589,0.0001245545,0.00004055867],"domain_scores_gemma":[0.9996377,0.000107467,0.00001545288,0.0000371452,0.00008117917,0.0001210488],"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":[0.00001795046,0.0000321873,0.00006729691,0.0001632899,0.00000267877,0.00008459749,0.000450527,0.00004402883,0.0004364566,0.01246888,0.8750195,0.1112127],"study_design_scores_gemma":[0.000002433257,0.00001029538,0.0001256866,0.00006169482,0.000001036979,0.00008471179,0.0001294612,0.00003013319,0.00005917994,0.001496566,0.9979949,0.000003978395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007345255,0.004051792,0.004081565,0.00516016,0.004069284,0.00009502081,0.0005529118,0.001868623,0.9793862],"genre_scores_gemma":[0.001597147,0.002172359,0.001353663,0.001341374,0.0003239243,0.00003662576,0.0002831487,0.0005914287,0.9923004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3990231,"threshold_uncertainty_score":0.8572205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391366237","doi":"10.36615/9781776460533-012","title":"Information Communication Technology Skills and Students’ Engagement in Online Learning Spaces during the Covid-19 Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Online learning; 2019-20 coronavirus outbreak; Psychology; Mathematics education; Computer science; Multimedia; Virology; Medicine; Infectious disease (medical specialty)","authors":[{"name":"Bukola Amao-Taiwo","is_ca":true},{"name":"Geraldine Njideka Ekpe-Iko","is_ca":true},{"name":"Idahosa Eki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04950165744843658,"gpt":0.3539650943655261,"spread":0.3044634369170895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009604056,0.0001864925,0.0002842189,0.00065361,0.001356216,0.005104967,0.0004644582,0.0008281695,0.005014893],"category_scores_gemma":[0.0063191,0.0001488771,0.0002411551,0.000719448,0.0009351714,0.002280051,0.002660414,0.001653804,0.0008000417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007929732,"about_ca_system_score_gemma":0.0008194189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260683,"about_ca_topic_score_gemma":0.002971304,"domain_scores_codex":[0.9990662,0.0003477162,0.00004879387,0.00007898711,0.0002028403,0.0002554489],"domain_scores_gemma":[0.9962767,0.001865642,0.0007182093,0.00007664973,0.0002089473,0.0008539018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002391851,0.003244564,0.3432467,0.0006223652,0.00004885687,0.001475726,0.4298996,0.000362345,0.002782603,0.003898275,0.004303025,0.2098768],"study_design_scores_gemma":[0.00001369261,0.0007502356,0.5952644,0.0005949561,0.00003608133,0.0008020044,0.3804509,0.0004893828,0.0006974749,0.001682092,0.01917606,0.00004273526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879166,0.0004402148,0.0001066812,0.0006594069,0.00002812435,0.00001599547,0.00002567655,0.000004717802,0.01080257],"genre_scores_gemma":[0.9962715,0.0005604686,0.0001113619,0.0001245763,0.00001163275,0.0000230673,0.00002739759,0.000003242578,0.002866742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005104967,"threshold_uncertainty_score":0.0167765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416400957","doi":"10.64449/9781997468394-12","title":"Gender and Age Demographics: The Qualitative Decline of the ANC","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Gender Politics and Representation","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":"McMaster University","funders":"","keywords":"Politics; Democracy; Power (physics); Component (thermodynamics); Political culture; Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1334460313665378,"gpt":0.3952100116929901,"spread":0.2617639803264523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01636656,0.00027774,0.0004731603,0.002404517,0.004323001,0.004702881,0.00127465,0.0009144878,0.01451548],"category_scores_gemma":[0.01967009,0.0003016349,0.0001900748,0.003461984,0.003455022,0.004945653,0.003768261,0.001436471,0.001780346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004822927,"about_ca_system_score_gemma":0.005081814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275323,"about_ca_topic_score_gemma":0.02594662,"domain_scores_codex":[0.9919065,0.00532093,0.0002106195,0.0004532201,0.001532413,0.0005763064],"domain_scores_gemma":[0.9897693,0.006743459,0.0006842067,0.0003637362,0.001986655,0.0004525134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006658497,0.00006773318,0.01749511,0.0005681678,0.000006220144,0.0004154676,0.8720519,0.00005301148,0.0005880438,0.03189303,0.01755205,0.05924277],"study_design_scores_gemma":[0.000002424384,0.00003179075,0.01732475,0.0009359714,0.000005285176,0.0002493666,0.8311266,0.0001088888,0.0002372453,0.003371418,0.1465915,0.00001477673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7229351,0.008325328,0.006006842,0.01776793,0.001376312,0.0007968862,0.004410519,0.00006389463,0.2383172],"genre_scores_gemma":[0.9331515,0.004232703,0.001892542,0.006833393,0.00017747,0.001324296,0.0009751278,0.0001283231,0.05128472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636656,"threshold_uncertainty_score":0.08655566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416393225","doi":"10.64449/9781997468394-10","title":"Enhancing Women’s Participation in Democratic Governance in Sierra Leone","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Gender Politics and Representation","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":"McMaster University","funders":"","keywords":"Politics; Democracy; Sierra leone; Corporate governance; Empowerment; Safeguarding; Democratic governance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04196624506844836,"gpt":0.3253273551554821,"spread":0.2833611100870337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956664,0.0002904575,0.0001678016,0.0006467846,0.004821844,0.00408687,0.0004949072,0.0009687921,0.005323],"category_scores_gemma":[0.001406737,0.0001749349,0.0001453491,0.0005498173,0.003661118,0.001898605,0.00444445,0.001431189,0.0005053111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096898,"about_ca_system_score_gemma":0.002891053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006185223,"about_ca_topic_score_gemma":0.02313935,"domain_scores_codex":[0.999001,0.0006414963,0.000009223975,0.00003931727,0.00007994331,0.0002292006],"domain_scores_gemma":[0.9997376,0.000114606,0.00002401934,0.00001398707,0.00001739601,0.00009231327],"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":[0.00008913703,0.0003501292,0.005719874,0.0005115579,0.00001455297,0.0011134,0.2564075,0.0003432731,0.001634951,0.4288998,0.04905039,0.2558655],"study_design_scores_gemma":[0.00002728231,0.0001372497,0.007526089,0.0007541594,0.00001218645,0.0002064792,0.06462708,0.0001463688,0.0009405956,0.02206814,0.9035417,0.00001261111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2375196,0.02067353,0.001431966,0.03759375,0.0007317765,0.0001314951,0.00002907121,0.00005783127,0.701831],"genre_scores_gemma":[0.826482,0.008752296,0.001204756,0.002979374,0.000167072,0.0001244862,0.00003125251,0.00003469887,0.160224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006185223,"threshold_uncertainty_score":0.01780719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413910565","doi":"10.64449/9780639889917-05","title":"Unpacking the Role of Big Data, Artificial Intelligence, and Predictive Analytics in Education","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Online Learning and Analytics","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":"Unpacking; Big data; Predictive analytics; Data science; Analytics; Computer science; Artificial intelligence; Data mining; Philosophy","authors":[{"name":"Nicky Tjano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06182591995821606,"gpt":0.2929725885006033,"spread":0.2311466685423872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001278183,0.0005591915,0.0003435683,0.00200596,0.001026154,0.006301861,0.0006604053,0.00154407,0.01111852],"category_scores_gemma":[0.002363471,0.0003173309,0.0002909453,0.003508341,0.003802165,0.01084036,0.002034112,0.004848832,0.003768142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379958,"about_ca_system_score_gemma":0.003253085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007887039,"about_ca_topic_score_gemma":0.01769348,"domain_scores_codex":[0.9994977,0.0001309201,0.0000213024,0.00005847702,0.0002477149,0.00004385871],"domain_scores_gemma":[0.9978117,0.001682928,0.00004859737,0.0001280761,0.000188493,0.0001401368],"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":[0.00001725283,0.00002847601,0.0003689992,0.0003754304,0.00001210948,0.00005457161,0.0007626445,0.001101091,0.0001724136,0.4515603,0.197371,0.3481757],"study_design_scores_gemma":[0.000002938205,0.00001107945,0.0004773418,0.0005889921,0.00000523473,0.00008862746,0.0004532037,0.001760598,0.0002515576,0.2466871,0.7496595,0.00001393194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002880326,0.2670389,0.05864422,0.1090134,0.004712622,0.00005900915,0.0005426282,0.000855219,0.5562537],"genre_scores_gemma":[0.1290514,0.2581564,0.06720775,0.02447943,0.006861212,0.0001570793,0.0008189225,0.0006145498,0.5126532],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01111852,"threshold_uncertainty_score":0.03719509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7126242126","doi":"10.64449/9781997468912","title":"Landmark Constitutional Cases that Changed South Africa: Volume 2","year":2025,"lang":"","type":"book","venue":"UJ Press eBooks","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalhousie University; National Research Foundation; Universidade do Minho; University of Pittsburgh","keywords":"Jurisprudence; Constitutional law; Legislation; Constitution; Constitutional court; Constitutional review; High Court; Common law; Bill of rights; Human rights","authors":[{"name":"MJ Van Staden","is_ca":false},{"name":"Roxan Laubscher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08881075822393716,"gpt":0.2997735386261752,"spread":0.210962780402238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002161895,0.0003257469,0.0002731591,0.001773832,0.006081974,0.008310967,0.001008885,0.005741551,0.007539534],"category_scores_gemma":[0.008666296,0.0003860367,0.0004835215,0.002071533,0.007776076,0.005559647,0.004378126,0.006474016,0.0008222806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008410321,"about_ca_system_score_gemma":0.004631358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631501,"about_ca_topic_score_gemma":0.02285934,"domain_scores_codex":[0.9981974,0.000485734,0.00006018002,0.0001923314,0.0005988401,0.0004654955],"domain_scores_gemma":[0.9983186,0.001112027,0.0001045557,0.0001383484,0.0002288244,0.00009767374],"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":[0.00001827454,0.00001779377,0.000267109,0.0001730919,0.000004089698,0.0008542665,0.01626002,0.0002458116,0.0009265488,0.857739,0.102226,0.02126803],"study_design_scores_gemma":[0.000004390039,0.000008338809,0.0005718509,0.0002281068,0.000003553006,0.0001700387,0.003863067,0.00006602707,0.0003515258,0.02480083,0.9699172,0.00001502971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07101698,0.04710861,0.00634231,0.2136207,0.02025837,0.0002832219,0.0004926124,0.0002558346,0.6406213],"genre_scores_gemma":[0.5354584,0.03084842,0.005037421,0.06719951,0.005439048,0.0003649888,0.0004702864,0.0004319378,0.35475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01631501,"threshold_uncertainty_score":0.06102145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416398201","doi":"10.64449/9781997468394-000","title":"Synopsis","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Gender Politics and Representation","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":"McMaster University","funders":"","keywords":"Politics; Corporate governance; Representation (politics); Psychological intervention; Gender equality; Parity (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06964770413918657,"gpt":0.3291133876866233,"spread":0.2594656835474367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006358642,0.0008879399,0.0006195014,0.002907621,0.002411803,0.004312218,0.001748911,0.002027159,0.3151853],"category_scores_gemma":[0.003095558,0.0003152592,0.0004852125,0.002527865,0.001239736,0.00445602,0.002653906,0.002828375,0.1749201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558938,"about_ca_system_score_gemma":0.001895731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781289,"about_ca_topic_score_gemma":0.004249352,"domain_scores_codex":[0.9993922,0.0001041839,0.00004349608,0.0001212088,0.0002737594,0.00006522782],"domain_scores_gemma":[0.9989441,0.0002997002,0.00005301224,0.0001089278,0.0004491543,0.0001451017],"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":[0.00002544454,0.0000194516,0.00007726139,0.0003421155,0.00000166637,0.0001366873,0.0003384938,0.00006850576,0.0001817731,0.03507901,0.8897229,0.07400689],"study_design_scores_gemma":[9.3081e-7,0.000003209919,0.00004291671,0.000132136,4.428612e-7,0.00006882181,0.00007587913,0.000008749702,0.00002263094,0.001576272,0.9980662,0.00000167585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007754423,0.03015196,0.002278085,0.01320546,0.03433614,0.0002270728,0.001507555,0.0004029769,0.9171153],"genre_scores_gemma":[0.004387574,0.0151944,0.00112916,0.007230414,0.006103353,0.0001915366,0.001695852,0.0002974005,0.9637703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6848147,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300923741","doi":"10.36615/9781776405657-09","title":"Online dispute resolution: A Ferrari pulled by donkeys?","year":2022,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","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":"Adversarial system; Political science; Dispute resolution; Corporate governance; Constitutional court; Alternative dispute resolution; Public administration; Law; Law and economics; Sociology; Business; Finance","authors":[{"name":"Yvette Joubert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04232735888543382,"gpt":0.233137010289098,"spread":0.1908096514036642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004208226,0.0006564457,0.0005696364,0.001608846,0.006785175,0.01606387,0.001686485,0.00409082,0.04094256],"category_scores_gemma":[0.007682779,0.0004902049,0.0004628453,0.002169384,0.01229918,0.02745551,0.006243143,0.005527584,0.01126324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006518882,"about_ca_system_score_gemma":0.005086481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00941564,"about_ca_topic_score_gemma":0.01427393,"domain_scores_codex":[0.9965642,0.001760482,0.0001358973,0.0004659014,0.0006461305,0.0004273848],"domain_scores_gemma":[0.9972421,0.001763187,0.0001095555,0.0003955077,0.0003195739,0.0001701112],"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":[0.000008834113,0.00001167074,0.0000719656,0.00005485218,0.000001541559,0.00005120036,0.003756892,0.00004577153,0.00004879366,0.9288881,0.04520144,0.02185895],"study_design_scores_gemma":[0.000005891755,0.0000137923,0.0001087192,0.0003174468,0.000003777382,0.0001938595,0.00462507,0.0002110648,0.0001400501,0.09628233,0.8980896,0.000008458695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004440499,0.01917106,0.009705853,0.05579287,0.0028448,0.00007668788,0.00006129264,0.0001188771,0.9077882],"genre_scores_gemma":[0.1787533,0.01993026,0.006422023,0.02049689,0.001433624,0.0001839313,0.00008402971,0.000329808,0.7723661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04094256,"threshold_uncertainty_score":0.1369665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252935915","doi":"10.18820/9781928424734","title":"A Passage of Nostalgia","year":2020,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universiteit van die Vrystaat; National Research Foundation; King's College London; University of Alberta","keywords":"Anecdote; Theme (computing); Narrative; Aesthetics; Context (archaeology); Rhetorical question; Construct (python library); Art; Sociology; Visual arts; Literature; History","authors":[{"name":"Martina Viljoen","is_ca":false},{"name":"Jan Beukes","is_ca":false},{"name":"Eljee Du Plooy","is_ca":false},{"name":"Luzanne Eigelaar","is_ca":false},{"name":"Marnie Giesbrecht","is_ca":false},{"name":"Izak Grové","is_ca":false},{"name":"Joachim Segger","is_ca":false},{"name":"Charles Stolte","is_ca":false},{"name":"D.F.M. Strauss","is_ca":false},{"name":"Nicol Viljoen","is_ca":false},{"name":"Matildie Thom Wium","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06387212709283874,"gpt":0.323262405445831,"spread":0.2593902783529922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153581,0.000406753,0.0003472659,0.000774641,0.008672181,0.006855734,0.001032943,0.003431767,0.01987534],"category_scores_gemma":[0.01243905,0.000192174,0.0003370212,0.000765491,0.008461507,0.003904191,0.003801952,0.01048811,0.005391843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003087855,"about_ca_system_score_gemma":0.003213416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005610856,"about_ca_topic_score_gemma":0.008663834,"domain_scores_codex":[0.9978114,0.0008314392,0.00006960811,0.0002169416,0.0008293947,0.0002412205],"domain_scores_gemma":[0.99763,0.001038321,0.0001360818,0.0003833358,0.0005919717,0.0002202999],"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":[0.00001874887,0.00001350036,0.00004700941,0.00004832196,0.000002887323,0.0002087384,0.007479878,0.00003107194,0.0002328086,0.555594,0.4195543,0.01676871],"study_design_scores_gemma":[0.000002545319,0.00000953097,0.0000986732,0.00008473112,0.000001854778,0.00007326507,0.0009582953,0.00004037416,0.0001170822,0.0151599,0.9834479,0.000005871048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00377436,0.005743194,0.002748006,0.07072981,0.03467568,0.00004560869,0.00009584846,0.0001796586,0.8820078],"genre_scores_gemma":[0.09758524,0.002404841,0.0009298638,0.01644994,0.008758377,0.00008706166,0.00007219744,0.000258168,0.8734543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01987534,"threshold_uncertainty_score":0.06648964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125614554","doi":"10.64449/9781997468479-08","title":"Elders Critical Teachings (ElderCrits):","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"African cultural and philosophical studies","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":"Social Sciences and Humanities Research Council; University of Toronto","funders":"","keywords":"Government (linguistics); Conversation; Intellectualism; Bridge (graph theory); Clothing; Fifteenth; Islam","authors":[{"name":"George Dei","is_ca":true},{"name":"Paul Adjei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07674122271465983,"gpt":0.3346556425143616,"spread":0.2579144197997018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197753,0.0005732529,0.0002056898,0.0009783132,0.006467463,0.003432256,0.0005771814,0.001597983,0.02317357],"category_scores_gemma":[0.002191672,0.0002023946,0.0001884532,0.001006708,0.006356263,0.007197521,0.002637364,0.003712635,0.00327681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550842,"about_ca_system_score_gemma":0.002917895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007766328,"about_ca_topic_score_gemma":0.02005031,"domain_scores_codex":[0.9993266,0.0003578043,0.00001851843,0.00006715145,0.0001298477,0.0001002182],"domain_scores_gemma":[0.9992833,0.0002659748,0.00006948379,0.00004910476,0.000157686,0.0001744693],"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":[0.00002788164,0.00006146847,0.0004139119,0.0002491611,0.000002622295,0.0007052316,0.1190789,0.00003796512,0.0003117877,0.4616562,0.3680903,0.04936469],"study_design_scores_gemma":[0.000002786042,0.000006463401,0.0002675483,0.0002588666,9.32331e-7,0.0002506165,0.01691428,0.00002305537,0.00008474226,0.01107373,0.9711137,0.000003307185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01643415,0.03819054,0.001872775,0.05293455,0.006969577,0.00005767203,0.00005863148,0.0001008758,0.8833812],"genre_scores_gemma":[0.1882058,0.0120992,0.00138773,0.0193095,0.001733273,0.0001004355,0.00004425542,0.0001418391,0.7769781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02317357,"threshold_uncertainty_score":0.07752329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124284539","doi":"10.64449/9781997468479","title":"How We Teach Africa Matters","year":2025,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"African cultural and philosophical studies","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 Toronto; Carleton University; Social Sciences and Humanities Research Council; MacEwan University","funders":"Universidade Federal do Rio de Janeiro; University of Ghana; Johns Hopkins University","keywords":"Transformative learning; Narrative; Politics; Curriculum; Mythology; Resource (disambiguation); Global education; Cognitive reframing","authors":[{"name":"Korbla P. Puplampu","is_ca":true},{"name":"Isaac Odoom","is_ca":true},{"name":"Walter Kudzai Barure","is_ca":false},{"name":"Gabriel Kosiso Okonkwo","is_ca":false},{"name":"Michelle D’Arcy","is_ca":false},{"name":"George Dei","is_ca":true},{"name":"Paul Banahene Adjei","is_ca":true},{"name":"Núbia Aguilar","is_ca":false},{"name":"Rugare Mugumbate","is_ca":false},{"name":"Andre M.N. Renzaho","is_ca":false},{"name":"Vincent Mabvurira","is_ca":false},{"name":"Vinícius Venancio","is_ca":false},{"name":"Caitlin Brown","is_ca":false},{"name":"Nolukhanyo Theorida Metula","is_ca":false},{"name":"Yvonne Marie Tiandem-Adamou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07289638439799384,"gpt":0.2780844781405294,"spread":0.2051880937425355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003092046,0.0005133966,0.0003195019,0.000800228,0.004678295,0.005420793,0.000670302,0.003393292,0.01780856],"category_scores_gemma":[0.007558424,0.0002943071,0.0002697218,0.0006145911,0.006728366,0.008251567,0.003178112,0.007574072,0.006050019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794278,"about_ca_system_score_gemma":0.007802953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007532648,"about_ca_topic_score_gemma":0.01086725,"domain_scores_codex":[0.9978141,0.001237829,0.0000397212,0.0001629882,0.0003981752,0.0003472046],"domain_scores_gemma":[0.9966623,0.001558395,0.0002176362,0.0001447939,0.0004264415,0.0009904543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001760023,0.0001408433,0.0008419926,0.0005477336,0.00001128258,0.0001765474,0.04165806,0.0002198332,0.001250776,0.3259442,0.47449,0.1547011],"study_design_scores_gemma":[0.000004905346,0.00001574533,0.000398911,0.0004877284,0.00000409142,0.00007311556,0.008049903,0.00004656043,0.0002334594,0.04366118,0.9470181,0.000006192063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00775897,0.06090884,0.006049155,0.5641413,0.009281215,0.0000640899,0.00008142605,0.000253245,0.3514617],"genre_scores_gemma":[0.2178661,0.0662282,0.0174585,0.2169158,0.004856005,0.0004316662,0.0001494665,0.0004624055,0.4756318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01780856,"threshold_uncertainty_score":0.05957556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414865259","doi":"10.64449/9780639890142","title":"Gender and Feminist Meditations on Women’s Political Participation in Africa","year":2025,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"Gender Politics and Representation","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":"York University","funders":"University of Cambridge; United Nations Development Programme","keywords":"Politics; Face (sociological concept); STELLA (programming language); Representation (politics); Feminism; Social movement; Narrative; Space (punctuation); Gender and development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073080427990634,"gpt":0.3783188173085141,"spread":0.2710107745094507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002440024,0.0007920982,0.0004747262,0.001229485,0.009095428,0.004623041,0.0006885392,0.001447093,0.003523363],"category_scores_gemma":[0.002250286,0.0003137959,0.000316923,0.00127402,0.01694649,0.003616474,0.002714569,0.004049556,0.0003181681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003189405,"about_ca_system_score_gemma":0.001040112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989714,"about_ca_topic_score_gemma":0.008974603,"domain_scores_codex":[0.9986128,0.0009772689,0.00001752956,0.00007260158,0.0001065522,0.0002132591],"domain_scores_gemma":[0.9979128,0.001750169,0.0001052208,0.00004368284,0.00005254785,0.0001353979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008568809,0.00005872902,0.000846831,0.0003102729,0.00001249353,0.0006642299,0.6538832,0.0001706888,0.001093752,0.287885,0.03411764,0.02087153],"study_design_scores_gemma":[0.00001020714,0.00009542883,0.00381695,0.001548528,0.00001362531,0.0005423215,0.2989115,0.0001431111,0.000603332,0.02227906,0.6720159,0.00002000681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1896286,0.1351554,0.002945828,0.1233041,0.009009514,0.00008271426,0.0001213625,0.00006210677,0.5396903],"genre_scores_gemma":[0.8660739,0.05284122,0.0009059361,0.008691265,0.003132656,0.0001356191,0.00003777503,0.00007013692,0.06811145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009095428,"threshold_uncertainty_score":0.02314085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125605620","doi":"10.64449/9781997468479-04","title":"Theoretical Reflections on Knowledge Production and Teaching Africa","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"African cultural and philosophical studies","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":"Carleton University; MacEwan University","funders":"","keywords":"Knowledge production; Production (economics); Position (finance); Knowledge economy; Production model; Key (lock)","authors":[{"name":"Korbla P. Puplampu","is_ca":true},{"name":"Isaac Odoom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1092598497777209,"gpt":0.3538607408991281,"spread":0.2446008911214073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002113123,0.0005432715,0.0002499874,0.001764281,0.005460049,0.006504226,0.0009152779,0.002060413,0.008389981],"category_scores_gemma":[0.002141939,0.0002204941,0.0002508087,0.002089737,0.02044254,0.008989353,0.00393885,0.003688894,0.001145589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006713186,"about_ca_system_score_gemma":0.002792755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003791782,"about_ca_topic_score_gemma":0.003421564,"domain_scores_codex":[0.9985423,0.0009756282,0.00002510319,0.00009923231,0.0001537531,0.0002039905],"domain_scores_gemma":[0.9987004,0.00100286,0.00008456174,0.00005718373,0.00007995569,0.00007505866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001532827,0.000003504657,0.00002833242,0.00002369842,2.581038e-7,0.00006907235,0.005623021,0.00006568741,0.00002566671,0.9914846,0.0007989653,0.001875665],"study_design_scores_gemma":[0.000006638466,0.00001179136,0.0002531987,0.0006379197,0.000002424514,0.0003002883,0.02137332,0.0004257692,0.0002857448,0.604976,0.3717209,0.000005982616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01553788,0.01874781,0.01044847,0.04192692,0.0005197345,0.00003307031,0.00003484055,0.0000142859,0.9127369],"genre_scores_gemma":[0.8515839,0.02224357,0.006096357,0.005839216,0.0006026411,0.0001612075,0.00004332867,0.00004989963,0.1133799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.99454,"threshold_uncertainty_score":0.04870778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402153463","doi":"10.36615/9781776489527","title":"Liberal Peace: On Conflict, Gender, and Peacebuilding","year":2024,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"Peacebuilding and International Security","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":"Carleton University; University of Manitoba","funders":"","keywords":"Peacebuilding; Peacemaking; Political science; Democracy; Context (archaeology); Conflict resolution; Peace and conflict studies; Political economy; Sociology; Public administration; Law; Politics; Geography","authors":[{"name":"Evelyn Birabwa M. Namakula","is_ca":true},{"name":"Nkwazi Nkuzi Mhango","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0911097069968073,"gpt":0.3491344651119605,"spread":0.2580247581151532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678472,0.0004963696,0.0003011571,0.0008285649,0.002487496,0.004375761,0.0004528448,0.0009197009,0.0147263],"category_scores_gemma":[0.0008251349,0.000144641,0.0001595189,0.002184524,0.004428983,0.003169648,0.001260134,0.002083331,0.002180484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040737,"about_ca_system_score_gemma":0.001434536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005020482,"about_ca_topic_score_gemma":0.01914498,"domain_scores_codex":[0.9997842,0.0001100252,0.000004175897,0.00001405965,0.00005507905,0.00003248214],"domain_scores_gemma":[0.9996679,0.0002420074,0.00001776422,0.0000122735,0.00002406352,0.00003606861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002560943,0.00002436655,0.0002278177,0.0002654953,0.000005171859,0.000170293,0.0110826,0.000199364,0.0001547869,0.6786218,0.2355941,0.07362864],"study_design_scores_gemma":[0.000002452106,0.000008830164,0.0004771801,0.0003341996,0.000002323708,0.0000975522,0.004156721,0.00005826357,0.00008576181,0.05748842,0.9372831,0.000005183772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003086306,0.239786,0.001842172,0.02870141,0.004484637,0.0000181605,0.00009389911,0.00005839025,0.721929],"genre_scores_gemma":[0.1138224,0.1730629,0.001588235,0.009869109,0.003872897,0.0001001705,0.0001974338,0.0001527333,0.6973341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0147263,"threshold_uncertainty_score":0.04926443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414865317","doi":"10.64449/9780639890142-05","title":"Systemic Barriers to Women in Politics","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Gender Politics and Representation","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":"York University","funders":"","keywords":"Politics; Parliament; Presidential system; Democracy; Criticism; Representation (politics); Population; Meritocracy; General election","authors":[{"name":"Emmanuel Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03520698720800432,"gpt":0.3061942792563357,"spread":0.2709872920483314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002760093,0.000291774,0.0003504328,0.0006064709,0.009152331,0.008328962,0.0005294124,0.001752383,0.02022172],"category_scores_gemma":[0.00317631,0.0002518734,0.0001639083,0.00150647,0.02151984,0.004317003,0.006521906,0.002943815,0.001540905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006502976,"about_ca_system_score_gemma":0.005157722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007211211,"about_ca_topic_score_gemma":0.01346046,"domain_scores_codex":[0.9963999,0.002225935,0.00005649138,0.0003155711,0.0003543689,0.0006477988],"domain_scores_gemma":[0.9985961,0.000817935,0.0001706131,0.000100784,0.00009519895,0.0002193797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001365897,0.00001396479,0.0006903735,0.00007798185,0.000001863049,0.0001880864,0.09322654,0.0000326591,0.0001863887,0.8797328,0.01156691,0.01426878],"study_design_scores_gemma":[0.00001177294,0.00002528342,0.001706335,0.0004088468,0.000003008162,0.0001908626,0.07857441,0.0000370621,0.0001784495,0.05645297,0.8624056,0.000005453559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08040465,0.01429477,0.001764786,0.05270807,0.0007581973,0.00005449491,0.00004744856,0.0000316198,0.8499361],"genre_scores_gemma":[0.8111832,0.005538589,0.0004142061,0.006757863,0.0002868907,0.00009512196,0.00003494189,0.00005346509,0.1756357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02022172,"threshold_uncertainty_score":0.06764835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416396470","doi":"10.64449/9781997468394-00","title":"Editorial Foreword","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Politics; General election; Quarter (Canadian coin); Government (linguistics); Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04844720362856145,"gpt":0.3238670274799154,"spread":0.2754198238513539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404283,0.001424619,0.001188675,0.003133032,0.002401801,0.005567364,0.00193206,0.00452499,0.2793362],"category_scores_gemma":[0.009152331,0.000503903,0.0009674951,0.001250426,0.001200165,0.00317522,0.001535521,0.005765312,0.2299179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991313,"about_ca_system_score_gemma":0.002204978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431633,"about_ca_topic_score_gemma":0.002749743,"domain_scores_codex":[0.9983386,0.0001738102,0.0001130349,0.0002162342,0.001025204,0.0001331413],"domain_scores_gemma":[0.9925359,0.001422,0.0003678759,0.0003807699,0.004058042,0.001235451],"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":[0.000005082074,0.000003586861,0.000008014287,0.00006601927,8.99649e-7,0.00002924356,0.000006535696,0.00000586018,0.00002573298,0.0002652632,0.9935121,0.006071583],"study_design_scores_gemma":[0.00000378361,0.000004716518,0.00003822182,0.0001056773,0.000001478202,0.00005942021,0.00001478965,0.000008697975,0.0000335875,0.0002488995,0.9994783,0.000002506857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009100737,0.005927537,0.0002308626,0.03038814,0.8757197,0.00007516071,0.0004315111,0.0003182825,0.08681788],"genre_scores_gemma":[0.001378073,0.007176251,0.0003006445,0.02679362,0.5814542,0.00008578529,0.0005407594,0.0003255125,0.3819452],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2793362,"threshold_uncertainty_score":0.9344728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416400932","doi":"10.64449/9781997468394-13","title":"Gender Dimensions of COVID-19 and Social Policy in Sub-Saharan Africa","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Feminism, Gender, and Intersectionality","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":"McMaster University","funders":"","keywords":"Pandemic; Livelihood; Outbreak; Population; Inequality; Social policy; Coronavirus disease 2019 (COVID-19); Social inequality; Social protection","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1190070387374575,"gpt":0.3554699941521552,"spread":0.2364629554146977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014418,0.0005000548,0.0002569983,0.0009636634,0.005534779,0.00479392,0.0003892818,0.001412491,0.01006091],"category_scores_gemma":[0.00111543,0.0001550535,0.0001913446,0.00170134,0.007166957,0.003471375,0.00228446,0.002208649,0.0007478566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004788881,"about_ca_system_score_gemma":0.003491679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006476164,"about_ca_topic_score_gemma":0.01189552,"domain_scores_codex":[0.9993906,0.0003612781,0.000008869468,0.00003232802,0.00008642539,0.0001206446],"domain_scores_gemma":[0.9996122,0.0002414344,0.00003157365,0.00001011933,0.00003278975,0.0000719839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001098386,0.00002064407,0.0003054402,0.0001458632,0.000003324094,0.0002187865,0.03467398,0.0001343402,0.00009818405,0.8636022,0.05421589,0.04657032],"study_design_scores_gemma":[0.000003173475,0.00001436165,0.000931562,0.0006256156,0.000002856236,0.0001385503,0.02675992,0.00006350875,0.00008378368,0.09113208,0.880238,0.000006597145],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01623948,0.1418637,0.001060063,0.06073399,0.003137205,0.00003254093,0.00006024368,0.00002820964,0.7768445],"genre_scores_gemma":[0.5386509,0.1703866,0.001427507,0.01364146,0.003051893,0.0001766847,0.00008358093,0.00008131198,0.2724999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01006091,"threshold_uncertainty_score":0.03474587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416347967","doi":"10.36615/9780906785713-00","title":"Editorial Foreword","year":2025,"lang":"en","type":"book-chapter","venue":"UJ Press eBooks","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"African Union Commission; Addis Ababa University; University of Dar es Salaam; Council for the Development of Social Science Research in Africa; International Development Research Centre; United Nations Development Programme; African Union; Syracuse University; University of Johannesburg; University of Ghana; Northwestern University; University of Warwick; Department of African American Studies, University of Illinois at Urbana-Champaign; United States Institute of Peace","keywords":"Government (linguistics); Context (archaeology); Period (music); Work (physics)","authors":[{"name":"Sven Botha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02080449417392499,"gpt":0.2841091269868678,"spread":0.2633046328129428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392528,0.001376377,0.001208502,0.002974869,0.002202106,0.00533132,0.001475344,0.004397981,0.2314903],"category_scores_gemma":[0.01126323,0.0004919434,0.0008344408,0.001209078,0.001066882,0.002764849,0.001355968,0.005789024,0.1793894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775352,"about_ca_system_score_gemma":0.002085171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403608,"about_ca_topic_score_gemma":0.002934428,"domain_scores_codex":[0.9984264,0.0001756626,0.0001082034,0.0001922647,0.0009839407,0.0001135165],"domain_scores_gemma":[0.9899731,0.002129149,0.0004609005,0.0004106154,0.005517314,0.001509102],"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":[0.00000468181,0.000003063562,0.000006512609,0.00005632494,7.882124e-7,0.00002360037,0.000005172259,0.000006501575,0.00002492958,0.0002129782,0.9945449,0.005110619],"study_design_scores_gemma":[0.000004535511,0.000005273798,0.00004008944,0.0001247252,0.000001535183,0.00005659808,0.00001386092,0.00001038201,0.00003371063,0.0002911646,0.9994154,0.00000285371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007933349,0.004704368,0.0001915006,0.0313335,0.8991268,0.00006295176,0.0003022033,0.0002282077,0.06397106],"genre_scores_gemma":[0.001155324,0.006082624,0.0002810129,0.02874564,0.6577978,0.00007204479,0.0003996342,0.0002887649,0.3051772],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2314903,"threshold_uncertainty_score":0.7744121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}