{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"2408ac61a62f","filters":{"venue":"Onoma"}},"results":[{"id":"W4379058033","doi":"10.34158/onoma.57/2022/24","title":"Marc Picard, Dictionary of French family names in North America, Newcastle upon Tyne, UK: Cambridge Scholars Publishing, 2020, pp. xxvi + 719, ISBN 1-5275-5853-3, ISBN13 978-1-5275-5853-3","year":2022,"lang":"en","type":"article","venue":"Onoma","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Newcastle upon tyne; Publishing; History; Classics; Media studies; Art; Ancient history; Sociology; Literature","authors":[{"name":"André Lapierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02958797986930412,"gpt":0.29771549105508,"spread":0.2681275111857759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001682275,0.0002772513,0.0004762353,0.0005975824,0.001247381,0.0007186969,0.001387319,0.0001586706,0.003306291],"category_scores_gemma":[0.00122998,0.0003238753,0.0002546916,0.002577181,0.0005059721,0.001854679,0.0007808149,0.001015933,0.0001193485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008245384,"about_ca_system_score_gemma":0.001315363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09620252,"about_ca_topic_score_gemma":0.03081599,"domain_scores_codex":[0.994696,0.0009085753,0.0007054764,0.0007547233,0.002054246,0.0008810361],"domain_scores_gemma":[0.9979497,0.0002980014,0.0003530268,0.0005707396,0.0004452614,0.0003833087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006567106,0.0005882871,0.6700382,0.00004758884,0.0000608849,0.00009389994,0.004651343,0.0001686043,0.0001274258,0.002793659,0.3077687,0.01359578],"study_design_scores_gemma":[0.0006719001,0.0001653674,0.6416016,0.00001502055,0.00002315907,0.000004064259,0.01213089,0.0001728449,0.00001123808,0.0003566967,0.3445385,0.000308742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940611,0.002737138,0.00004162946,0.004068543,0.001104951,0.0006291085,0.0006265693,0.00009420825,0.09663676],"genre_scores_gemma":[0.9783458,0.001239285,0.0002265977,0.0005555759,0.0004089627,0.0001560763,0.0003531386,0.00003965431,0.0186749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08428472,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392479891","doi":"10.34158/onoma.58/2023/21","title":"Anu Kapur, Mapping place names in India, Abingdon & New York: Routledge, 2019, xi + 234 pp., ISBN 978-0-367-14918-5","year":2023,"lang":"en","type":"article","venue":"Onoma","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"History; Theology; Philosophy","authors":[{"name":"Sheila Embleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05100906586423191,"gpt":0.2943325819794123,"spread":0.2433235161151803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006099208,0.0002159182,0.0003337497,0.0002019031,0.0005389406,0.0001652261,0.0004376226,0.0001936421,0.0003573569],"category_scores_gemma":[0.000241158,0.0002304732,0.0001181354,0.001213389,0.0001548674,0.0001697265,0.000178402,0.0002480643,0.002941391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182553,"about_ca_system_score_gemma":0.0003354685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007243,"about_ca_topic_score_gemma":0.005489876,"domain_scores_codex":[0.9978907,0.0001236503,0.000327359,0.0004573681,0.0003526387,0.0008483228],"domain_scores_gemma":[0.9990802,0.0001960042,0.0001361186,0.0003057817,0.00003762058,0.0002442172],"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":[0.000046082,0.00007967521,0.1191391,0.00003421852,0.00009537405,0.00005991145,0.2125693,0.00003189483,0.00003790009,0.00836922,0.5922801,0.06725712],"study_design_scores_gemma":[0.000498381,0.00002187552,0.1124333,0.0000733112,0.000008986553,9.303731e-7,0.02639531,0.00002143355,0.000005811104,0.0004885343,0.8597549,0.000297255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6520349,0.004240558,0.00005486259,0.006791916,0.001496712,0.0006604901,0.00002546925,0.0004884346,0.3342067],"genre_scores_gemma":[0.8015905,0.0008270812,0.0005069016,0.000940497,0.002122412,0.00008486045,0.00003621225,0.00006717793,0.1938244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674747,"threshold_uncertainty_score":0.9978349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379057063","doi":"10.34158/onoma.57/2022/28","title":"In Memoriam Wolfgang Peter Ahrens (1940–2022)","year":2022,"lang":"en","type":"article","venue":"Onoma","topic":"German legal, social, and political studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Association of Universities and Colleges of Canada; University of Ottawa","funders":"","keywords":"History; Philosophy","authors":[{"name":"André Lapierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02277060079676428,"gpt":0.3076544362907532,"spread":0.2848838354939889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004301151,0.00007689379,0.0001437671,0.00005162633,0.001045548,0.00003843291,0.0002066956,0.0000385863,0.002880421],"category_scores_gemma":[0.00008527012,0.0000839778,0.00007051106,0.0002541877,0.0001811747,0.00009911552,0.0001420236,0.0002094039,0.0001839107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693159,"about_ca_system_score_gemma":0.0001099065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004099509,"about_ca_topic_score_gemma":0.003667518,"domain_scores_codex":[0.9987495,0.0002186029,0.0001395951,0.0001717355,0.000281312,0.0004392343],"domain_scores_gemma":[0.9996347,0.0001297913,0.00003307506,0.00009543962,0.00001788589,0.00008903629],"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":[0.00002703096,0.0002496571,0.03308529,0.00001318566,0.00004793518,0.0001313626,0.1152426,0.000008112506,0.00002530313,0.6358737,0.2136409,0.001654914],"study_design_scores_gemma":[0.0001836074,0.00002904761,0.01919073,0.000001677104,0.000006258545,7.360096e-7,0.008106335,0.000002099802,0.000007487316,0.008862128,0.9634845,0.0001254053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5769659,0.0002430462,0.00000187295,0.009671494,0.003422355,0.000174797,0.00002119719,0.00005863564,0.4094407],"genre_scores_gemma":[0.9806562,0.00001818694,0.00002289868,0.001414981,0.001440695,0.00006411179,0.000002751289,0.000008715216,0.01637147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7498437,"threshold_uncertainty_score":0.9980311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406929761","doi":"10.34158/onoma.59/2024/1","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Onoma","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","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":"Geology","authors":[{"name":"Grant Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03207293384755515,"gpt":0.3825266461762584,"spread":0.3504537123287032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003485985,0.00002021508,0.0000244349,0.00007257915,0.0001956289,0.0002369045,0.00006807937,0.00002361298,0.003003705],"category_scores_gemma":[0.000118563,0.0000199239,0.00002219012,0.0001872119,0.00007992967,0.000198272,0.00001290142,0.00004939798,0.001162209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006803863,"about_ca_system_score_gemma":0.0001089712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009500394,"about_ca_topic_score_gemma":0.0009380444,"domain_scores_codex":[0.9995423,0.00004311431,0.00004226124,0.0000993636,0.0001708879,0.0001020554],"domain_scores_gemma":[0.9998461,0.00002303297,0.000004481088,0.00005249746,0.00003326684,0.00004063805],"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":[0.000001371718,0.00001645685,0.001300861,0.00001516701,0.000004813764,0.000005330874,0.002107698,5.08615e-7,0.0000783893,0.6667565,0.2693442,0.06036871],"study_design_scores_gemma":[0.00001845793,0.000006465767,0.003128804,0.000002302449,0.000002754043,3.323767e-7,0.001026018,0.00003224099,0.00005977315,0.007298944,0.9883943,0.00002956308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1432497,0.0008593802,0.0004939095,0.06450472,0.002923425,0.0001385453,0.000002361091,0.0002237572,0.7876042],"genre_scores_gemma":[0.8876473,0.00008161465,0.00004648059,0.00003300583,0.002595513,0.000006437792,0.000002754045,0.000003139557,0.1095838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7443975,"threshold_uncertainty_score":0.9996155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392479879","doi":"10.34158/onoma.58/2023/27","title":"Sarah Beaudoin & Gabriel Martin, Femmes et toponymie – De l’occultation à la parité, Sherbrooke : Éditions du Fleurdelysé, 2019, 125 pp., ISBN : 978-2-9814025-3-0","year":2023,"lang":"fr","type":"article","venue":"Onoma","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Art","authors":[{"name":"André Lapierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03069517777041022,"gpt":0.2566098971083042,"spread":0.2259147193378939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004928834,0.0004195207,0.0005495844,0.0001055127,0.004639976,0.0004864791,0.0002632396,0.0002543645,0.003514665],"category_scores_gemma":[0.0001852012,0.0003830415,0.0005695493,0.0003089235,0.0005057318,0.0003997447,0.0001654993,0.0004251565,0.003478175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103796,"about_ca_system_score_gemma":0.00009333184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01302692,"about_ca_topic_score_gemma":0.02265746,"domain_scores_codex":[0.9974638,0.0003145692,0.0006094521,0.000525863,0.0003216277,0.0007647051],"domain_scores_gemma":[0.9985992,0.0004081551,0.000210409,0.0002915354,0.0002410466,0.0002496458],"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":[0.00002016282,0.0001713968,0.0006945368,0.00008646979,0.0002876931,0.00004221016,0.03108842,0.00017646,0.0000366221,0.1283463,0.8350895,0.003960224],"study_design_scores_gemma":[0.0003987384,0.00009206135,0.002561965,0.0000940575,0.0003385368,0.000007659101,0.004814446,0.0005615543,0.000006266972,0.008154278,0.9824627,0.0005077026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.244382,0.01538064,0.0003751471,0.6695957,0.001764053,0.0004296647,0.0007433484,0.0004519215,0.06687752],"genre_scores_gemma":[0.04252141,0.02631277,0.0003257329,0.001514144,0.002314217,0.0001482328,0.0007959473,0.00006407285,0.9260035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.859126,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}