{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"846d716ebb5a","filters":{"venue":"African Sun Media eBooks"}},"results":[{"id":"W3129272735","doi":"10.18820/9781928357759/07","title":"The challenges of breastfeeding in poor urban areas in sub-Saharan Africa","year":2020,"lang":"en","type":"book-chapter","venue":"African Sun Media eBooks","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Breastfeeding; Environmental health; Geography; Medicine; Socioeconomics; Pediatrics; Sociology","authors":[{"name":"Elizabeth Kimani‐Murage","is_ca":false},{"name":"Frederick Murunga Wekesah","is_ca":false},{"name":"Milka Wanjohi","is_ca":false},{"name":"Carolyn Kemunto Nyamasege","is_ca":false},{"name":"Sandrine Mutoni","is_ca":true},{"name":"Teresia Macharia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04061720334986925,"gpt":0.2487125096177258,"spread":0.2080953062678566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006434059,0.0002535839,0.0002534116,0.0004096751,0.001989493,0.002108767,0.0005058718,0.0006827016,0.003679075],"category_scores_gemma":[0.0010599,0.0001720424,0.0001175728,0.001015777,0.001049181,0.001160786,0.00191911,0.001152794,0.0009218972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086566,"about_ca_system_score_gemma":0.002679921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236659,"about_ca_topic_score_gemma":0.03811209,"domain_scores_codex":[0.9996568,0.0001902582,0.00001169564,0.00001157014,0.00006499748,0.00006477657],"domain_scores_gemma":[0.9996535,0.0001421941,0.0000532759,0.000007529399,0.00004068364,0.0001029713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006464958,0.0001465084,0.01242948,0.003077754,0.00002511334,0.003403869,0.06312451,0.0003914039,0.001139381,0.02553675,0.2961034,0.5945573],"study_design_scores_gemma":[0.000009296517,0.00008911895,0.01653462,0.002596194,0.00001485469,0.002047938,0.06559148,0.00009380487,0.0001899847,0.006400704,0.9064177,0.00001421115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08540173,0.5028664,0.0005069319,0.2214676,0.002216704,0.00006774477,0.0002499659,0.00008177317,0.1871411],"genre_scores_gemma":[0.226261,0.6856266,0.001852219,0.01745879,0.001555047,0.0001131125,0.0001169413,0.00004598076,0.06697028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01236659,"threshold_uncertainty_score":0.02458924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132332124","doi":"10.18820/9781928357759/12","title":"The World Health Organization’s ‘Health-Promoting School’ model: A potential avenue for developmental origins of health and disease education in Africa","year":2020,"lang":"en","type":"book-chapter","venue":"African Sun Media eBooks","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Disease; Political science; Economic growth; Gerontology; Medicine; Economics; Pathology","authors":[{"name":"Andrew Macnab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05349259483966729,"gpt":0.3624541973964335,"spread":0.3089616025567662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001595092,0.0004182283,0.0002145452,0.001134817,0.002081265,0.003592662,0.0006557598,0.002183553,0.01057014],"category_scores_gemma":[0.001233962,0.0001958216,0.0002363631,0.001174947,0.005805696,0.005347987,0.002115865,0.004176104,0.002015824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787582,"about_ca_system_score_gemma":0.006614287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008609905,"about_ca_topic_score_gemma":0.01412868,"domain_scores_codex":[0.9993906,0.0003571852,0.00001278963,0.00003220985,0.00009433728,0.0001128593],"domain_scores_gemma":[0.9993595,0.0003512589,0.0000372838,0.00002587323,0.00007113651,0.0001549083],"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":[0.00001410425,0.00005211982,0.0002368784,0.0002575144,0.000002342699,0.00009753778,0.007718384,0.0001138966,0.0001485602,0.7779159,0.1452754,0.0681673],"study_design_scores_gemma":[0.000006996776,0.00001857319,0.0003208228,0.0005951285,0.000002190364,0.0001043773,0.002979458,0.00009211569,0.00008342094,0.04711669,0.9486735,0.000006625792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002987848,0.07162057,0.004671921,0.1521572,0.005350104,0.00009116843,0.00009946471,0.0001088318,0.7629128],"genre_scores_gemma":[0.2494484,0.1642818,0.01993761,0.06524362,0.004134911,0.0004486649,0.0002248222,0.0001853678,0.4960948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01057014,"threshold_uncertainty_score":0.03536063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408134775","doi":"10.52779/9781991260741","title":"Emancipatory Imaginations: Advancing Critical University Studies","year":2024,"lang":"en","type":"book","venue":"African Sun Media eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Aesthetics; Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03376486840507788,"gpt":0.3478274607480011,"spread":0.3140625923429233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02509498,0.001184265,0.001266803,0.005666417,0.01256766,0.02634267,0.002877817,0.007782985,0.003926664],"category_scores_gemma":[0.02542317,0.0006345108,0.0006055814,0.004478396,0.0909,0.03180883,0.0124829,0.01439804,0.0007645047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194609,"about_ca_system_score_gemma":0.01063471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685234,"about_ca_topic_score_gemma":0.001929412,"domain_scores_codex":[0.9670839,0.02749048,0.0005495491,0.0008727584,0.002462761,0.00154047],"domain_scores_gemma":[0.9418213,0.05219559,0.001244437,0.001830363,0.00149765,0.001410716],"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":[0.000006823442,0.0000242354,0.00005173972,0.0001031812,0.000002895472,0.00007906818,0.0541916,0.00009058487,0.00003709603,0.9346117,0.002905746,0.007895282],"study_design_scores_gemma":[0.00001175474,0.00002274033,0.00007234089,0.0006874207,0.000002982166,0.00008151855,0.04910339,0.0003395333,0.0001296023,0.7894279,0.1601094,0.00001138597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.030212,0.1726336,0.04059816,0.2033594,0.007144649,0.0002348182,0.00004620514,0.0002666723,0.5455045],"genre_scores_gemma":[0.8790061,0.05669923,0.01796005,0.0157939,0.005533458,0.0006659866,0.0000419743,0.0002101495,0.02408907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02634267,"threshold_uncertainty_score":0.1327165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133481416","doi":"10.18820/9781928357759/04","title":"Mapping of developmental origins of health and disease to ‘Sustainable Development Goals’ and implications for public health in Africa","year":2020,"lang":"en","type":"book-chapter","venue":"African Sun Media eBooks","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Public health; Sustainable development; Economic growth; Political science; Disease; Environmental health; Geography; Medicine; Economics; Nursing; Pathology","authors":[{"name":"Nabeela Kajee","is_ca":false},{"name":"Abdallah S. Daar","is_ca":true},{"name":"Andrew Macnab","is_ca":true},{"name":"Eugène Sobngwi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06809298491427228,"gpt":0.2886749279634987,"spread":0.2205819430492264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104404,0.0005028179,0.0002321738,0.001930299,0.001224884,0.003038179,0.0005209539,0.001114109,0.01872511],"category_scores_gemma":[0.001541101,0.0002481444,0.0002096969,0.002229435,0.003069015,0.003316137,0.001783326,0.002323352,0.003476479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003514288,"about_ca_system_score_gemma":0.003016965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835414,"about_ca_topic_score_gemma":0.01229756,"domain_scores_codex":[0.9996823,0.0001384674,0.000008852711,0.00003178633,0.00009014011,0.00004853507],"domain_scores_gemma":[0.9994308,0.0004280561,0.00002047637,0.00001689613,0.00005503013,0.00004863456],"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":[0.00002475895,0.00002501385,0.0006034371,0.0007398883,0.000005674576,0.000362337,0.01172224,0.0005709102,0.0006278494,0.5194347,0.238486,0.2273972],"study_design_scores_gemma":[0.000001996677,0.00001088085,0.001023658,0.0008861753,0.000002320964,0.0002168942,0.002733967,0.00009901827,0.0002212265,0.04600981,0.9487869,0.000007183416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005131523,0.1798399,0.006100609,0.04237635,0.004559772,0.00006693207,0.0005395064,0.0001411391,0.7612442],"genre_scores_gemma":[0.1314859,0.2821763,0.01744214,0.01420668,0.002196504,0.000295244,0.001140637,0.0002552456,0.5508014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01872511,"threshold_uncertainty_score":0.0626418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399972399","doi":"10.52779/9781991260277/15","title":"Religion in Ethiopia: Its role in conflict and peace","year":2024,"lang":"en","type":"book-chapter","venue":"African Sun Media eBooks","topic":"African history and culture analysis","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":"Institute on Governance","funders":"","keywords":"Political science","authors":[{"name":"Mohammed Dejen Assen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02138335712531824,"gpt":0.2559820451710243,"spread":0.234598688045706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099752,0.0002223029,0.0001370812,0.0009654753,0.005106936,0.00460978,0.0004389192,0.000570335,0.00584896],"category_scores_gemma":[0.0005175943,0.0001339309,0.00009205944,0.001514624,0.004928699,0.001589861,0.001370076,0.001422767,0.0002417126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003087774,"about_ca_system_score_gemma":0.002827122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007413737,"about_ca_topic_score_gemma":0.01657936,"domain_scores_codex":[0.9997433,0.0001356938,0.000004474388,0.000009064063,0.0000145742,0.00009285169],"domain_scores_gemma":[0.9997258,0.0001401812,0.00003267248,0.000006243341,0.00002092779,0.00007417422],"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":[0.00009346205,0.0001664899,0.008411232,0.0001990253,0.00001123221,0.001277413,0.0831102,0.0002522403,0.0006261388,0.8271552,0.009436287,0.06926122],"study_design_scores_gemma":[0.00003902437,0.0001568158,0.04954898,0.001037013,0.00004245652,0.001384607,0.3260674,0.0006211483,0.0008618967,0.07103989,0.5491648,0.00003590002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3472861,0.04903624,0.0007538401,0.01313852,0.00102683,0.00003568406,0.00008361276,0.00001085279,0.5886284],"genre_scores_gemma":[0.9680068,0.007717114,0.0001826591,0.0004587961,0.0001735127,0.00001255386,0.00001106542,0.000004824793,0.02343249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007413737,"threshold_uncertainty_score":0.02240348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171935293","doi":"10.2307/j.ctv1qgnkb7","title":"A handbook on Legal Languages and the quest for linguistic equality in South Africa and beyond","year":2021,"lang":"en","type":"book","venue":"African Sun Media eBooks","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","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":"Languages of Africa; Political science; Economic Justice; Interpretation (philosophy); Decolonization; Relation (database); Linguistics; Sociology; Law; Politics","authors":[{"name":"Zakeera Docrat","is_ca":false},{"name":"Russell H. Kaschula","is_ca":false},{"name":"Monwabisi K. Ralarala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0589977052715297,"gpt":0.4025418710077244,"spread":0.3435441657361947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006127911,0.0007846424,0.0005206492,0.0039689,0.002444042,0.004579921,0.0006052476,0.001360448,0.03212727],"category_scores_gemma":[0.00202133,0.0004324468,0.0002512347,0.00469004,0.001691548,0.004722043,0.002208108,0.001929165,0.007383064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885746,"about_ca_system_score_gemma":0.005618741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004986077,"about_ca_topic_score_gemma":0.01162072,"domain_scores_codex":[0.9995742,0.0001168788,0.0000484702,0.00003521,0.0001788532,0.00004628403],"domain_scores_gemma":[0.9991787,0.0004911614,0.00005571533,0.00005008751,0.0001470992,0.00007721244],"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":[0.00001577919,0.00006530881,0.0002712968,0.001529334,0.000005165221,0.0004565797,0.01065823,0.0003981136,0.001280523,0.133595,0.4030247,0.4487],"study_design_scores_gemma":[0.000001060476,0.000005346182,0.0001748372,0.0006836036,9.737828e-7,0.0002078303,0.0008660262,0.00001825447,0.00005106953,0.005148849,0.9928388,0.000003406079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003454981,0.4162738,0.005348741,0.02210252,0.006305549,0.0002845569,0.0006062684,0.0003762529,0.5452473],"genre_scores_gemma":[0.01859607,0.3641393,0.01186188,0.006231442,0.001814128,0.0004939068,0.0009061421,0.0003999854,0.595557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03212727,"threshold_uncertainty_score":0.1074764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214592046","doi":"10.52779/9781991201539/0b","title":"Reflections from parliamentarians and practitioners","year":2022,"lang":"en","type":"book-chapter","venue":"African Sun Media eBooks","topic":"Commonwealth, Australian Politics and Federalism","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":"Université Laval","funders":"","keywords":"Sociology; Political science","authors":[{"name":"Pernelle Smits","is_ca":true},{"name":"Rose Oronje","is_ca":false},{"name":"Caspar Merkle","is_ca":false},{"name":"Jeremie Adamohou","is_ca":false},{"name":"Kabir Hashim","is_ca":false},{"name":"Makali Mulu","is_ca":false},{"name":"Evelyn Naome Mpagi-Kaabule","is_ca":false},{"name":"Nyokabi Kamau","is_ca":false},{"name":"Rasheed Draman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08871422386878429,"gpt":0.3421849409283735,"spread":0.2534707170595892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07301092,0.001163738,0.001926164,0.003953285,0.04361339,0.03256921,0.004802227,0.03751775,0.01734189],"category_scores_gemma":[0.1456291,0.001816374,0.001704351,0.007903907,0.04271395,0.02508597,0.02522517,0.05548391,0.006533719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03435016,"about_ca_system_score_gemma":0.03455782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01745474,"about_ca_topic_score_gemma":0.01504087,"domain_scores_codex":[0.8572717,0.09162557,0.00513479,0.00702174,0.02335732,0.01558897],"domain_scores_gemma":[0.8700082,0.06509919,0.00627696,0.004319208,0.02445653,0.02983988],"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":[0.0001160954,0.0002201164,0.00149641,0.0007432308,0.00004060947,0.002775586,0.3372828,0.000211188,0.0007958691,0.1421449,0.4919041,0.02226903],"study_design_scores_gemma":[0.00001587516,0.0000323865,0.0004489519,0.0005963211,0.000006822223,0.000352121,0.1078644,0.00007667109,0.0001766942,0.00842947,0.8819573,0.00004309924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01303513,0.01194264,0.001390847,0.9188102,0.01363127,0.0000633477,0.00006092675,0.00008483466,0.04098073],"genre_scores_gemma":[0.1960484,0.008665997,0.001691905,0.7118808,0.006323825,0.0002788271,0.00007047649,0.0004171297,0.07462269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07301092,"threshold_uncertainty_score":0.3861233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}