{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"68109525d384","filters":{"venue":"African Studies Companion Online"}},"results":[{"id":"W4233401377","doi":"10.1163/1872-9037_afco_asc_2243","title":"University of Calgary Press","year":2014,"lang":"en","type":"dataset","venue":"African Studies Companion Online","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05591308532396042,"gpt":0.2981568940153921,"spread":0.2422438086914317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001048161,0.00250673,0.001710589,0.01016626,0.0008940665,0.004211421,0.002167996,0.001957409,0.1229007],"category_scores_gemma":[0.009888638,0.0009181004,0.001003486,0.01712264,0.0005602153,0.001671876,0.002352397,0.001939717,0.1941509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160913,"about_ca_system_score_gemma":0.004865614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07299235,"about_ca_topic_score_gemma":0.09034215,"domain_scores_codex":[0.9989038,0.0001556212,0.0001249634,0.0002394861,0.0003210003,0.0002551585],"domain_scores_gemma":[0.9948465,0.001217866,0.0004946506,0.001180893,0.001633279,0.0006267823],"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":[0.00003860288,0.00001232754,0.000495647,0.0002500969,0.00001407192,0.0000140326,0.00001326577,0.0001268777,0.00003416456,0.0001788218,0.9963116,0.002510479],"study_design_scores_gemma":[0.0001499981,0.00001386293,0.005212364,0.0003567272,0.00002613732,0.00003951495,0.00009928564,0.0002557349,0.000191079,0.0007113475,0.9929211,0.00002293227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001506473,0.0001625279,0.00003201605,0.00008616681,0.00003332647,0.000007668122,0.9979705,0.0002443868,0.001312803],"genre_scores_gemma":[0.0004878393,0.0002142603,0.0001430396,0.00004922453,0.00001915936,0.00004387015,0.9961599,0.000111697,0.002770863],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8770993,"threshold_uncertainty_score":0.4111439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246769079","doi":"10.1163/_afco_asc_2243","title":"University of Calgary Press","year":2014,"lang":"en","type":"dataset","venue":"African Studies Companion Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"History; Library science; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05591308532396042,"gpt":0.2981568940153921,"spread":0.2422438086914317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001048161,0.00250673,0.001710589,0.01016626,0.0008940665,0.004211421,0.002167996,0.001957409,0.1229007],"category_scores_gemma":[0.009888638,0.0009181004,0.001003486,0.01712264,0.0005602153,0.001671876,0.002352397,0.001939717,0.1941509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160913,"about_ca_system_score_gemma":0.004865614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07299235,"about_ca_topic_score_gemma":0.09034215,"domain_scores_codex":[0.9989038,0.0001556212,0.0001249634,0.0002394861,0.0003210003,0.0002551585],"domain_scores_gemma":[0.9948465,0.001217866,0.0004946506,0.001180893,0.001633279,0.0006267823],"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":[0.00003860288,0.00001232754,0.000495647,0.0002500969,0.00001407192,0.0000140326,0.00001326577,0.0001268777,0.00003416456,0.0001788218,0.9963116,0.002510479],"study_design_scores_gemma":[0.0001499981,0.00001386293,0.005212364,0.0003567272,0.00002613732,0.00003951495,0.00009928564,0.0002557349,0.000191079,0.0007113475,0.9929211,0.00002293227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001506473,0.0001625279,0.00003201605,0.00008616681,0.00003332647,0.000007668122,0.9979705,0.0002443868,0.001312803],"genre_scores_gemma":[0.0004878393,0.0002142603,0.0001430396,0.00004922453,0.00001915936,0.00004387015,0.9961599,0.000111697,0.002770863],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8770993,"threshold_uncertainty_score":0.4111439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232181961","doi":"10.1163/_afco_asc_1633","title":"Université Laval, Groupe interuniversitaire d’études et de recherches sur les sociétés africaines (GIERSA)","year":2014,"lang":"fr","type":"dataset","venue":"African Studies Companion Online","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1729563863256532,"gpt":0.3938940352803024,"spread":0.2209376489546492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001616284,0.002382169,0.002056388,0.01043482,0.0009917732,0.003942041,0.002967757,0.00214177,0.04521063],"category_scores_gemma":[0.01282014,0.0009034786,0.001290035,0.01415181,0.0005390669,0.00180525,0.002676795,0.002116884,0.05081839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152531,"about_ca_system_score_gemma":0.007191568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1282794,"about_ca_topic_score_gemma":0.1525964,"domain_scores_codex":[0.9984239,0.000227064,0.0001947038,0.000366721,0.0004565952,0.0003310085],"domain_scores_gemma":[0.9939097,0.001523357,0.0009905139,0.000921235,0.001843893,0.0008113469],"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":[0.00008139584,0.00002252195,0.002120649,0.0006571996,0.00004043005,0.00001838272,0.00004141741,0.0002404457,0.00006157561,0.0004440031,0.9935086,0.002763268],"study_design_scores_gemma":[0.000369133,0.00002323161,0.0251524,0.0005917085,0.00005988081,0.00005856534,0.0001788268,0.0005386884,0.0003185225,0.0008600248,0.9718023,0.00004664954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001561201,0.00007724373,0.00002357464,0.00005068217,0.00001118693,0.000005412515,0.9992775,0.0001121245,0.0002861347],"genre_scores_gemma":[0.0005746196,0.00009555791,0.0001890175,0.0000252226,0.000009651669,0.00007013698,0.9981424,0.00004276048,0.0008505908],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1282794,"threshold_uncertainty_score":0.2550654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233597886","doi":"10.1163/1872-9037_afco_asc_1632","title":"McGill University, African Studies","year":2014,"lang":"en","type":"dataset","venue":"African Studies Companion Online","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Library science; History; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07557994948059339,"gpt":0.339265193398708,"spread":0.2636852439181146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222399,0.002095397,0.001438932,0.008388442,0.001053738,0.003837792,0.002271865,0.001674313,0.1093315],"category_scores_gemma":[0.01115786,0.0008162666,0.0008987315,0.01495386,0.0004737317,0.001987953,0.002661812,0.001784877,0.1153407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833994,"about_ca_system_score_gemma":0.004770565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07551048,"about_ca_topic_score_gemma":0.1271751,"domain_scores_codex":[0.9990636,0.0001393761,0.0001163918,0.0002051666,0.000268468,0.0002071008],"domain_scores_gemma":[0.9955681,0.001111674,0.000509199,0.0009377981,0.00121532,0.0006580434],"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":[0.00002595818,0.000008317798,0.0005503704,0.0002868048,0.00001090105,0.000008829678,0.00001331957,0.00009206169,0.0000311206,0.0002119891,0.9967239,0.002036451],"study_design_scores_gemma":[0.0001485598,0.000008715265,0.005921827,0.000366823,0.0000284822,0.00003265154,0.0000931483,0.0002369411,0.0001492022,0.0009491853,0.9920412,0.0000232903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008278748,0.00008144578,0.00002981899,0.00006003185,0.00001849712,0.000005317272,0.9989165,0.0001606525,0.00064497],"genre_scores_gemma":[0.0004742611,0.0001259123,0.0001849335,0.00004688802,0.00001400025,0.00006521856,0.9973774,0.00008747781,0.001623959],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1093315,"threshold_uncertainty_score":0.3657504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249650741","doi":"10.1163/1872-9037_afco_asc_1629","title":"University of Calgary, African Studies","year":2014,"lang":"en","type":"dataset","venue":"African Studies Companion Online","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Library science; Archaeology; History; Genealogy; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05792668253101261,"gpt":0.323972175725071,"spread":0.2660454931940584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121175,0.001899658,0.001601889,0.009258136,0.001106406,0.003662111,0.002073359,0.00161852,0.05806269],"category_scores_gemma":[0.01053193,0.0008743914,0.0008223989,0.01952443,0.0004745719,0.001589175,0.002634317,0.001804566,0.05989267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329606,"about_ca_system_score_gemma":0.006204323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.112528,"about_ca_topic_score_gemma":0.1579161,"domain_scores_codex":[0.9989744,0.0001325979,0.0001346101,0.0002187523,0.0003009236,0.0002387823],"domain_scores_gemma":[0.9950626,0.001128637,0.0006467771,0.0008888679,0.001582827,0.0006902644],"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":[0.0000473623,0.00001504587,0.001475392,0.0004567942,0.00002194218,0.00001719773,0.00003298903,0.0001594112,0.00004269717,0.0002782819,0.9943375,0.003115376],"study_design_scores_gemma":[0.0001457277,0.000009092637,0.0145102,0.0004635613,0.00003138715,0.00003904041,0.00015995,0.000210615,0.0001898394,0.0005783793,0.9836388,0.00002348942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001688928,0.0001024405,0.00002127995,0.00004064462,0.00001495709,0.000006151379,0.9989472,0.00009298848,0.0006054059],"genre_scores_gemma":[0.0006102201,0.0001709251,0.0001541543,0.00003163313,0.0000113792,0.00007376094,0.9973929,0.00004922501,0.0015057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.112528,"threshold_uncertainty_score":0.223746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234475268","doi":"10.1163/_afco_asc_1297","title":"McGill University, Humanities and Social Sciences Library","year":2014,"lang":"en","type":"dataset","venue":"African Studies Companion Online","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Digital humanities; Library science; Sociology; Humanities; Media studies; Art; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08255921908024992,"gpt":0.2894818222707966,"spread":0.2069226031905467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184621,0.002223793,0.001569512,0.009037866,0.002026082,0.003759665,0.003016364,0.001893457,0.06200198],"category_scores_gemma":[0.008529656,0.0007804352,0.001061155,0.0165193,0.0007274128,0.001465949,0.002451989,0.001910498,0.06456549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005422549,"about_ca_system_score_gemma":0.01501791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5232932,"about_ca_topic_score_gemma":0.6816581,"domain_scores_codex":[0.9988648,0.0001064372,0.00009642903,0.0002087003,0.0003983364,0.0003253285],"domain_scores_gemma":[0.9953365,0.0007767619,0.0003335487,0.0007306483,0.002022824,0.000799761],"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":[0.00002461678,0.000009994105,0.0005827565,0.0002047202,0.00001016348,0.00001004852,0.00001773693,0.00009634433,0.00003285158,0.0002365309,0.9971663,0.001608019],"study_design_scores_gemma":[0.0001015979,0.000007763953,0.007742064,0.0002789897,0.00002854765,0.00002632352,0.0001361343,0.0002997384,0.0001965624,0.0006358877,0.9905161,0.00003018466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001061965,0.00006020782,0.00002422425,0.00004777898,0.00001597018,0.000006613548,0.9989881,0.0001207767,0.0006302539],"genre_scores_gemma":[0.0004214888,0.00009425922,0.0001703428,0.000030568,0.000008396306,0.0000488302,0.997665,0.00003958005,0.001521513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4767068,"threshold_uncertainty_score":0.9590285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}