{"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":"7a6f678cae0d","filters":{"venue":"P. Lang eBooks"}},"results":[{"id":"W597163013","doi":"","title":"Fanon & education : thinking through pedagogical possibilities","year":2010,"lang":"en","type":"book","venue":"P. Lang eBooks","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Modernity; Colonialism; Sociology; Politics; Gender studies; Resistance (ecology); Queer; Alienation; Aesthetics; Art; Political science; Law","authors":[{"name":"George J. Sefa Dei","is_ca":false},{"name":"Marlon Simmons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07602837549581186,"gpt":0.2880558111302778,"spread":0.2120274356344659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002323827,0.0007937654,0.0002798068,0.001527121,0.006703181,0.00773163,0.001005764,0.002257319,0.01824206],"category_scores_gemma":[0.0026794,0.0001937881,0.0002620029,0.001036411,0.01592377,0.009673167,0.002769948,0.003477312,0.002129609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007873365,"about_ca_system_score_gemma":0.007263871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334575,"about_ca_topic_score_gemma":0.02456221,"domain_scores_codex":[0.9986932,0.0008667876,0.00002328345,0.00009772045,0.0001635237,0.0001554549],"domain_scores_gemma":[0.9989523,0.0006262103,0.00006277275,0.00005776244,0.0001219903,0.0001789746],"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":[0.000009496418,0.00001881613,0.0001761469,0.0001294109,0.000001406531,0.00006774552,0.01571076,0.00008012896,0.00004704267,0.823047,0.1101809,0.05053112],"study_design_scores_gemma":[0.000003201955,0.000005274793,0.0001233214,0.0005395277,0.000001058285,0.00004739665,0.007263626,0.00006163392,0.0000418816,0.09098213,0.9009277,0.000003215152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003015688,0.07276852,0.006375688,0.09969017,0.003241244,0.00003825797,0.00004259365,0.0001498539,0.8146779],"genre_scores_gemma":[0.3258041,0.05870292,0.01033411,0.02727391,0.003060096,0.0003810746,0.00008857652,0.0002231533,0.574132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01824206,"threshold_uncertainty_score":0.0610258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781128369","doi":"","title":"Canada observed : perspectives from abroad and from within","year":2000,"lang":"en","type":"book","venue":"P. Lang eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Geography; Economic geography","authors":[{"name":"J. Olaf Kleist","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530174495009273,"gpt":0.2059842593244718,"spread":0.1906825143743791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126117,0.0005500423,0.0004124435,0.0021297,0.03849424,0.01330153,0.0012672,0.002246896,0.01522003],"category_scores_gemma":[0.002804681,0.0003406378,0.0003239506,0.007185707,0.01722881,0.004902469,0.003473357,0.00483904,0.0007932796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1208481,"about_ca_system_score_gemma":0.1238675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936242,"about_ca_topic_score_gemma":0.9977449,"domain_scores_codex":[0.9981344,0.0003357199,0.00002171542,0.0001368582,0.000463931,0.0009072697],"domain_scores_gemma":[0.9984464,0.0003338148,0.00009488296,0.00005305813,0.0005324617,0.0005393546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007104729,0.00003148639,0.007027437,0.000251957,0.00001901713,0.001219719,0.4602561,0.000258293,0.0002803986,0.2707259,0.2116146,0.04824392],"study_design_scores_gemma":[0.00000538502,0.000007581563,0.00984165,0.0004253533,0.00001407118,0.0001543511,0.405491,0.00005141847,0.0001637767,0.004815618,0.5789919,0.00003787667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1160131,0.04287313,0.0007597646,0.09990626,0.001713975,0.00003706104,0.001046156,0.00005727893,0.7375932],"genre_scores_gemma":[0.7627152,0.02847967,0.0004111134,0.007613688,0.0002478114,0.00002936686,0.0002980653,0.0001129181,0.2000922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1208481,"threshold_uncertainty_score":0.8768187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W633704337","doi":"","title":"Migrance comparée : les littératures du Canada et du Québec = Comparing migration : the literatures of Canada and Québec","year":2008,"lang":"fr","type":"book","venue":"P. Lang eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Relation (database); Humanities; History; Art; Computer science; Archaeology","authors":[{"name":"Marie Carrière","is_ca":false},{"name":"Catherine Khordoc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009141743380861678,"gpt":0.1800284377458283,"spread":0.1708866943649666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167696,0.000534565,0.0005390754,0.005885759,0.02104311,0.009392807,0.001374308,0.001432137,0.007158287],"category_scores_gemma":[0.003722624,0.0002356296,0.0003663452,0.01498984,0.00844102,0.002231624,0.001799166,0.001600791,0.0002375071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1149026,"about_ca_system_score_gemma":0.1281284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961149,"about_ca_topic_score_gemma":0.9980904,"domain_scores_codex":[0.998682,0.0003340401,0.00003952408,0.0001282856,0.0004791456,0.0003369391],"domain_scores_gemma":[0.9976087,0.0007306467,0.0001561203,0.00007089846,0.001132943,0.000300671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001076617,0.0000493729,0.01770915,0.0009043864,0.00008225855,0.001334804,0.3852478,0.0006056085,0.0008385172,0.2237819,0.2108057,0.1585329],"study_design_scores_gemma":[0.000009880866,0.00001732473,0.05324381,0.001342393,0.00004521885,0.0004320967,0.1778917,0.0001915486,0.0002234696,0.003642798,0.7629029,0.00005695478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2284439,0.3695211,0.001662328,0.07692426,0.0035014,0.00009044632,0.002133789,0.0001338218,0.317589],"genre_scores_gemma":[0.8335552,0.07641902,0.001397913,0.004435195,0.0004445324,0.00007719063,0.0006870707,0.0001331917,0.08285055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1149026,"threshold_uncertainty_score":0.8336803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W621746864","doi":"","title":"Canada in the sign of migration and trans-culturalism : from multi- to trans-culturalism = Le Canada sous le signe de la migration et du transculturalisme : du multiculturalisme au transculturalisme","year":2004,"lang":"fr","type":"book","venue":"P. Lang eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Culturalism; Ethnic group; Multiculturalism; Globalization; Hybridity; Cosmopolitanism; Sign (mathematics); Sociology; Gender studies; Political science; Humanities; Ethnology; Anthropology; Philosophy; Mathematics; Law; Politics; Pedagogy","authors":[{"name":"Klaus-Dieter Ertler","is_ca":false},{"name":"Martin Löschnigg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01140384079244583,"gpt":0.206927493203779,"spread":0.1955236524113332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005217658,0.0004507547,0.0003084427,0.001393679,0.01259578,0.008159235,0.0007430122,0.001291002,0.007029527],"category_scores_gemma":[0.001205903,0.0002050616,0.0002329385,0.003728362,0.01288453,0.002945692,0.001990138,0.002843725,0.0005395465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06004283,"about_ca_system_score_gemma":0.09188128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784389,"about_ca_topic_score_gemma":0.993361,"domain_scores_codex":[0.9992569,0.0001080425,0.00001620459,0.00007121872,0.0003407832,0.0002068303],"domain_scores_gemma":[0.9993258,0.0001441963,0.0000286329,0.00002731209,0.0002945259,0.0001797238],"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":[0.00001853755,0.000007543182,0.0009741766,0.0001188834,0.000006564213,0.0002759727,0.03067128,0.0001239027,0.0001667559,0.7162098,0.2063847,0.04504199],"study_design_scores_gemma":[0.000004572258,0.000004588709,0.002708803,0.0002564941,0.000009406175,0.0002235245,0.01464864,0.0001004182,0.00008642946,0.01539382,0.9665437,0.00001960086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0133448,0.07801054,0.001420522,0.06361452,0.004916763,0.00003523748,0.0002479698,0.00009219915,0.8383174],"genre_scores_gemma":[0.3998546,0.04385515,0.002516021,0.008912237,0.0005236115,0.00003927187,0.000153754,0.0001707857,0.5439745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06004283,"threshold_uncertainty_score":0.4356433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W292136732","doi":"","title":"Cultural challenges of migration in Canada","year":2013,"lang":"en","type":"book","venue":"P. Lang eBooks","topic":"Latin American and Latino Studies","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":"Metis; Immigration; Ethnology; Humanities; Multiculturalism; Refugee; Population; Context (archaeology); Sociology; Gender studies; Political science; Geography; Art; Law; Demography; Archaeology","authors":[{"name":"Klaus-Dieter Ertler","is_ca":false},{"name":"Patrick Imbert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03215796140815685,"gpt":0.2638392948457068,"spread":0.23168133343755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164178,0.0004049033,0.000421601,0.001490979,0.04248755,0.008176804,0.001988949,0.001384174,0.006959455],"category_scores_gemma":[0.002167389,0.0002766977,0.0003402936,0.004826828,0.01023653,0.001548403,0.00944007,0.002666859,0.0003007204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1117926,"about_ca_system_score_gemma":0.2220839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959841,"about_ca_topic_score_gemma":0.9979011,"domain_scores_codex":[0.9974442,0.0003269598,0.00005120714,0.0001611955,0.0004589432,0.00155744],"domain_scores_gemma":[0.9982314,0.000109911,0.0001068284,0.00004817091,0.0005915384,0.0009121583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373464,0.0001246956,0.07843098,0.0003055554,0.00005739334,0.004041744,0.6994606,0.0005074457,0.0008024996,0.06511246,0.05442345,0.09659592],"study_design_scores_gemma":[0.00000683773,0.00001863373,0.0404336,0.0002396104,0.00001664669,0.0003700267,0.8228588,0.0001021555,0.0001175293,0.001326039,0.1344574,0.00005267781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8515716,0.009926261,0.0002170491,0.03966044,0.0006332517,0.00009307765,0.0006221989,0.00003248753,0.09724371],"genre_scores_gemma":[0.9737057,0.004542002,0.0002555261,0.002926272,0.00003208619,0.00003836927,0.0001474516,0.00002177628,0.01833087],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1117926,"threshold_uncertainty_score":0.811116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W577246511","doi":"","title":"Historical and media contexts of violence","year":2010,"lang":"en","type":"book","venue":"P. Lang eBooks","topic":"Sports, Gender, and Society","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":"Masculinity; Rhetoric; Football; Gender studies; Sociology; Art; History; Law; Political science","authors":[{"name":"Linda K. Fuller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02594832442634706,"gpt":0.2689738212033078,"spread":0.2430254967769607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501023,0.0007125903,0.0004040424,0.007844702,0.01664105,0.0171964,0.001339833,0.00330109,0.01565246],"category_scores_gemma":[0.008950652,0.0005392676,0.0003807538,0.009830297,0.0147196,0.009525985,0.007285959,0.004482889,0.001584757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009957555,"about_ca_system_score_gemma":0.002334737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03037003,"about_ca_topic_score_gemma":0.03143529,"domain_scores_codex":[0.9955122,0.002386954,0.0002277755,0.0004429325,0.0007190197,0.0007110686],"domain_scores_gemma":[0.9936405,0.003940057,0.0008196899,0.0003348827,0.0006196273,0.0006453238],"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":[0.0001118581,0.00008817082,0.009369867,0.0008455511,0.00003650634,0.002104788,0.3374296,0.0001057051,0.0004606578,0.5099735,0.07484447,0.06462938],"study_design_scores_gemma":[0.000006415049,0.00002519345,0.009989485,0.002618034,0.00001700838,0.001162244,0.1628473,0.00005742162,0.0004574444,0.01060283,0.8121802,0.00003650922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1041784,0.1408022,0.0009919563,0.09041555,0.005597246,0.00006614865,0.001049572,0.0000779896,0.6568211],"genre_scores_gemma":[0.8469365,0.08650045,0.0005394337,0.0099405,0.004803287,0.0001766858,0.0004094148,0.000153537,0.05054021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03037003,"threshold_uncertainty_score":0.07224745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}