{"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":"43909fd4879e","filters":{"venue":"Equity in Education & Society"}},"results":[{"id":"W4323262078","doi":"10.1177/27526461221149034","title":"Preventing school exclusions of Black children in England – a critical review of prevention strategies and interventions","year":2023,"lang":"en","type":"review","venue":"Equity in Education & Society","topic":"Education Discipline and Inequality","field":"Social 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":"Future Earth","funders":"","keywords":"Psychological intervention; Qualitative property; Psychology; Public relations; Criminology; Sociology; Political science","authors":[{"name":"Claire Stewart‐Hall","is_ca":false},{"name":"Lorraine Langham","is_ca":true},{"name":"Paul Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2417317273601322,"gpt":0.5651910297398172,"spread":0.3234593023796849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006529384,0.0007429191,0.002988029,0.005251697,0.0007210112,0.002241462,0.001161451,0.001490629,0.002948006],"category_scores_gemma":[0.01190786,0.0007790943,0.001370375,0.003852279,0.0009173764,0.001942693,0.00156841,0.001718589,0.0003270154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004526188,"about_ca_system_score_gemma":0.0125893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02314096,"about_ca_topic_score_gemma":0.0675413,"domain_scores_codex":[0.997156,0.001189259,0.0008110288,0.0001794218,0.0005270054,0.0001373095],"domain_scores_gemma":[0.9924786,0.005428281,0.0008888603,0.00009944083,0.0009414577,0.0001633296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002350754,0.00009849314,0.0005199364,0.4803388,0.0007535591,0.0001903987,0.001929993,0.0002435083,0.0003264954,0.003093103,0.007115942,0.5051547],"study_design_scores_gemma":[0.00009424114,0.0004564296,0.00546687,0.7047145,0.00279505,0.0005753381,0.002433433,0.0001020674,0.0003127366,0.001034416,0.2819665,0.00004835866],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00025448,0.9991474,0.00001784769,0.0002901896,0.000065892,0.00002138752,0.00001041991,0.000001439781,0.0001909094],"genre_scores_gemma":[0.002248465,0.9972733,0.0001417211,0.000195265,0.0000269955,0.00002828575,0.00001308727,9.542327e-7,0.00007183595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02314096,"threshold_uncertainty_score":0.04601252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405046203","doi":"10.1177/27526461241307326","title":"From capacitalism to disability justice in academia: A philosophical manifesto","year":2024,"lang":"en","type":"article","venue":"Equity in Education & Society","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":3,"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":"Ableism; Manifesto; Sociology; Capitalism; Economic Justice; Power (physics); Equity (law); Inclusion (mineral); Disability studies; Gender studies; Diversity (politics); Epistemology; Law; Political science; Politics; Philosophy; Anthropology","authors":[{"name":"Agnès Berthelot-Raffard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09447093609161707,"gpt":0.4396038321159728,"spread":0.3451328960243557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01913339,0.0003558943,0.0003540625,0.001643421,0.02187426,0.01628958,0.0009703452,0.006606662,0.002248032],"category_scores_gemma":[0.01246049,0.0002294279,0.0002623604,0.001500596,0.1024372,0.01366153,0.01242563,0.009842874,0.0002147769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419374,"about_ca_system_score_gemma":0.02246853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00944193,"about_ca_topic_score_gemma":0.009549815,"domain_scores_codex":[0.9876755,0.008739199,0.0003633006,0.0006635028,0.001456931,0.001101461],"domain_scores_gemma":[0.9848037,0.0116975,0.000782499,0.0007014637,0.0008469123,0.001168019],"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":[0.000002728176,0.00001143928,0.000110739,0.00002182038,6.390537e-7,0.00003752167,0.03933383,0.000045843,0.00004816894,0.9558086,0.001839989,0.002738859],"study_design_scores_gemma":[0.00001428558,0.000041255,0.0004889811,0.0004961195,0.00000471295,0.000116388,0.07367576,0.000329553,0.0002662906,0.6074588,0.3170777,0.00003003344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06964315,0.02526047,0.006758715,0.5802661,0.002038167,0.00004223631,0.00002125363,0.00003412467,0.3159358],"genre_scores_gemma":[0.9653721,0.005218814,0.0007574672,0.01750822,0.0006723125,0.00005093706,0.000006255893,0.00002032453,0.01039351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9781258,"threshold_uncertainty_score":0.1029833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408510193","doi":"10.1177/27526461251326911","title":"An intersectional narrative inquiry into why Black and racialized teachers quit the profession","year":2025,"lang":"en","type":"article","venue":"Equity in Education & Society","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Windsor","funders":"","keywords":"Narrative; Sociology; Intersectionality; Gender studies; Narrative inquiry; Pedagogy; Art; Literature","authors":[{"name":"Salsabel Almanssori","is_ca":true},{"name":"Laxana Paskaran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0363633779865272,"gpt":0.4921521585853883,"spread":0.4557887805988611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01197543,0.0005905143,0.000703386,0.001946573,0.0216364,0.007961599,0.001739334,0.002147873,0.002763869],"category_scores_gemma":[0.01503811,0.0006456501,0.0003608105,0.0014729,0.01831902,0.008672213,0.009113137,0.004400493,0.0002629155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007134654,"about_ca_system_score_gemma":0.005805649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505194,"about_ca_topic_score_gemma":0.03275303,"domain_scores_codex":[0.9899551,0.00806828,0.000181599,0.000385285,0.0005851559,0.000824595],"domain_scores_gemma":[0.9887306,0.008006697,0.001205513,0.0003105734,0.0008691764,0.0008774176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005627515,0.000007233967,0.0008157608,0.00002077039,0.000001457642,0.0001701535,0.9944274,0.000007892683,0.0000918962,0.003280751,0.0001995267,0.0009714557],"study_design_scores_gemma":[9.353948e-7,0.000004166377,0.0002697638,0.00005405844,0.000001767104,0.00008110515,0.9934815,0.0000265744,0.00005494484,0.0005989723,0.005423451,0.000002788496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568203,0.002246432,0.007099588,0.01277933,0.0001962212,0.0001114335,0.00005531706,0.0000243676,0.02066715],"genre_scores_gemma":[0.9938185,0.0007985364,0.001294987,0.0006281137,0.00002765192,0.0000811202,0.00001915137,0.00002371129,0.003308341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0216364,"threshold_uncertainty_score":0.06333286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387458663","doi":"10.1177/27526461231206407","title":"Diminishing defensiveness in anti-racist discourse: Common pushbacks to online anti-racism content and suggestions for strategic maneuvers","year":2023,"lang":"en","type":"article","venue":"Equity in Education & Society","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"Government of Canada","keywords":"Racism; Harm; Radicalization; Sociology; Theme (computing); Content (measure theory); Resistance (ecology); Anti-racism; Social psychology; Media studies; Psychology; Gender studies; Political science; Law; Politics","authors":[{"name":"Michelle Lam","is_ca":true},{"name":"Stephanie Spence","is_ca":true},{"name":"Akech Mayuom","is_ca":true},{"name":"Denise Humphreys","is_ca":true},{"name":"Ayodeji Osiname","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.158311425591799,"gpt":0.4957209926959296,"spread":0.3374095671041306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01337643,0.001084243,0.0005564202,0.002984876,0.01567166,0.01155168,0.001694321,0.003594123,0.003262327],"category_scores_gemma":[0.04125369,0.0005577418,0.000513038,0.002452365,0.02047494,0.01142626,0.008055344,0.006516097,0.0003720433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875956,"about_ca_system_score_gemma":0.002603969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004278426,"about_ca_topic_score_gemma":0.007690292,"domain_scores_codex":[0.9822578,0.01291488,0.0006300123,0.0008731028,0.002115486,0.001208698],"domain_scores_gemma":[0.9505473,0.03815782,0.004386912,0.001884552,0.003353726,0.001669656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002065664,0.00002047879,0.002012527,0.0001399845,0.000007428735,0.000510849,0.9801562,0.00001734582,0.001148548,0.007772481,0.001210899,0.006982669],"study_design_scores_gemma":[0.000003489651,0.00002334991,0.002276374,0.0002589438,0.00000916662,0.0002828133,0.9765271,0.0001211518,0.0006834074,0.0020832,0.0177073,0.00002365622],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146259,0.001392701,0.008877696,0.02991798,0.0009152013,0.0001893593,0.00006990563,0.0001472747,0.04386398],"genre_scores_gemma":[0.9908874,0.0007617438,0.002269952,0.002183606,0.000241893,0.0001041871,0.00002794768,0.0000922296,0.003431105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567166,"threshold_uncertainty_score":0.07074219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313396741","doi":"10.1177/27526461221144756","title":"What we can learn from remote learning in elementary schools","year":2022,"lang":"en","type":"article","venue":"Equity in Education & Society","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Inequality; Phenomenon; Pandemic; Mathematics education; Value (mathematics); Coronavirus disease 2019 (COVID-19); Psychology; Pedagogy; Computer science; Medicine; Mathematics; Physics","authors":[{"name":"Rebecca Collins‐Nelsen","is_ca":true},{"name":"Michaela Hill","is_ca":true},{"name":"Sandeep Raha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06998783510356266,"gpt":0.4046608469130044,"spread":0.3346730118094417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004907391,0.0004492837,0.0006083704,0.000913703,0.006274589,0.0109895,0.001539492,0.003489282,0.02426793],"category_scores_gemma":[0.01289681,0.0002956187,0.0007715821,0.0005776222,0.008790158,0.01800253,0.0124602,0.005093759,0.004038693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930209,"about_ca_system_score_gemma":0.003951851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820692,"about_ca_topic_score_gemma":0.006191133,"domain_scores_codex":[0.995128,0.002941691,0.00008534196,0.0002998504,0.0004679198,0.001077244],"domain_scores_gemma":[0.9937451,0.002711164,0.0003206215,0.0003869824,0.0003471963,0.002488956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001686504,0.001131603,0.02320153,0.002557132,0.0001152869,0.002313596,0.2364138,0.0005121861,0.0008056923,0.1319328,0.1549615,0.4458863],"study_design_scores_gemma":[0.00007547397,0.0004989984,0.01287112,0.005193067,0.00009900659,0.001200587,0.2589891,0.0002251445,0.0009164366,0.1297047,0.5901381,0.00008822387],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1923659,0.03535714,0.008807201,0.4916621,0.005356277,0.0001417368,0.0004399531,0.0002908196,0.2655789],"genre_scores_gemma":[0.9172097,0.01867229,0.004467926,0.03324854,0.002690639,0.0001526446,0.0001772445,0.0001267897,0.02325425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02426793,"threshold_uncertainty_score":0.08118433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403915605","doi":"10.1177/27526461241297383","title":"Are we accepting enough? Examining the association between homophobia and acceptance of diversity","year":2024,"lang":"en","type":"article","venue":"Equity in Education & Society","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diversity (politics); Association (psychology); Psychology; Social psychology; Sociology; Psychotherapist; Anthropology","authors":[{"name":"Farhin Chowdhury","is_ca":true},{"name":"Yasemin Erdoğan","is_ca":true},{"name":"Chiaki Konishi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1403904693097962,"gpt":0.4461426774192915,"spread":0.3057522081094953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002767853,0.0001537282,0.0003026945,0.0008302542,0.001590226,0.001878449,0.0005493043,0.0007042513,0.001734277],"category_scores_gemma":[0.008301117,0.0002203104,0.0003270108,0.0006497323,0.002449524,0.0009916226,0.0009523101,0.001850759,0.00009307472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081001,"about_ca_system_score_gemma":0.00309471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1622439,"about_ca_topic_score_gemma":0.2773236,"domain_scores_codex":[0.9982083,0.0007472245,0.00006690987,0.0001278314,0.0004564487,0.0003933198],"domain_scores_gemma":[0.9927081,0.001925611,0.002846809,0.0003192427,0.0007834038,0.001416832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009513552,0.00005845458,0.9915451,0.000007382177,0.000028156,0.00003146635,0.004382188,0.000008353448,0.00006237966,0.000113817,0.00009923158,0.00365403],"study_design_scores_gemma":[0.000001447038,0.00003928155,0.9838421,0.00003125288,0.00001460809,0.00005995911,0.01556734,0.00005933312,0.00003326995,0.0001038072,0.0002426839,0.000004897835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988099,0.0001300578,0.00003205234,0.0004496039,0.000004542578,0.000004340204,0.000009655269,6.373401e-7,0.0005592739],"genre_scores_gemma":[0.9996173,0.000116765,0.000030528,0.0001054723,0.000004503958,0.000003203861,0.00001040065,4.202551e-7,0.00011138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622439,"threshold_uncertainty_score":0.3225991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}