{"meta":{"query_hash":"4d430bb82c0d","filters":{"venue":"International Journal of Critical Diversity Studies"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4d430bb82c0d","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Critical+Diversity+Studies"},"results":[{"id":"W4206550296","doi":"10.13169/intecritdivestud.4.1.0074","title":"Carceral Politics, Inpatient Psychiatry, and the Pandemic: Risk, Madness, and Containment in COVID-19","year":2021,"lang":"en","type":"article","venue":"International Journal of Critical Diversity Studies","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Pandemic; Metaphor; Criminology; Ideology; Politics; Psychiatry; Coronavirus disease 2019 (COVID-19); Value (mathematics); Prison reform; Psychology; Sociology; Medicine; Political science; Law","score_opus":0.0839688207399744,"score_gpt":0.4580690720420227,"score_spread":0.37410025130204827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206550296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92018247,0.007992704,0.00024389182,0.06886665,0.0023732572,0.000056804893,0.00004591472,0.000004086043,0.00023424093],"genre_scores_gemma":[0.99360335,0.0024757935,0.0001585997,0.0035034392,0.00021120532,0.0000010443221,7.7391144e-7,0.0000028731477,0.00004293522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985277,0.00041734922,0.00034155155,0.00014448357,0.00040989305,0.00015900409],"domain_scores_gemma":[0.9972889,0.0018718014,0.00010464577,0.00006788566,0.0005068615,0.00015989401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007774932,0.000082960185,0.00024325156,0.000091933354,0.00024255761,0.00003724091,0.00015949454,0.000053891694,0.00004810663],"category_scores_gemma":[0.004140269,0.0000564435,0.00006596085,0.000041473784,0.0006797811,0.00006354824,0.00041650265,0.000335776,0.0000021426283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071881857,0.00030493317,0.8965563,0.000045942168,0.0006690521,0.0027213811,0.024178673,0.0000070812935,6.1519313e-7,0.06667449,0.0013203274,0.0068023815],"study_design_scores_gemma":[0.0072310534,0.00020896693,0.71160626,0.0002526209,0.00013235107,0.0020150887,0.10838083,0.000021257778,8.714846e-7,0.16661654,0.0033850397,0.00014912021],"about_ca_topic_score_codex":0.0005502961,"about_ca_topic_score_gemma":0.0003365558,"teacher_disagreement_score":0.18495005,"about_ca_system_score_codex":0.0001697572,"about_ca_system_score_gemma":0.00012127177,"threshold_uncertainty_score":0.4956588},"labels":[],"label_agreement":null},{"id":"W4206712247","doi":"10.13169/intecritdivestud.4.1.0010","title":"Philosophy of Disability, Conceptual Engineering, and the Nursing Home-Industrial-Complex in Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Critical Diversity Studies","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Tying; Eugenics; Covert; Sociology; Argument (complex analysis); Tragedy (event); Nursing; Political science; Medicine; Law; Social science; History","score_opus":0.12071404467797091,"score_gpt":0.3735301771130253,"score_spread":0.25281613243505435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206712247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9030753,0.00045442177,0.00001813998,0.09402054,0.0010418962,0.00004606465,0.000015311802,0.0000016124403,0.0013267233],"genre_scores_gemma":[0.9995339,0.00012745346,0.000044588895,0.000074588985,0.00020649121,1.9806282e-7,4.2676635e-7,9.773732e-7,0.000011398026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99891037,0.00015023314,0.00022536903,0.00006525825,0.0005682046,0.00008056314],"domain_scores_gemma":[0.99814224,0.0011336231,0.00005911558,0.000033538276,0.0005887708,0.00004271456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003595904,0.000041797255,0.00017589699,0.000020419768,0.00012688317,0.000018822666,0.00016747296,0.000019117608,0.00004479783],"category_scores_gemma":[0.0020748037,0.000028770948,0.000053960946,0.00006616592,0.0026843383,0.00014453125,0.00013668927,0.00010380818,1.1848774e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018385724,0.00025768523,0.18570256,0.000020909869,0.00027112747,0.00008241773,0.035522636,0.00014572403,0.000016944634,0.7751339,0.0007657782,0.001896434],"study_design_scores_gemma":[0.005791638,0.00007703763,0.2979715,0.000555225,0.00021254442,0.000030584175,0.38025612,0.00020246222,0.00017848711,0.31190446,0.002552042,0.0002679152],"about_ca_topic_score_codex":0.11571565,"about_ca_topic_score_gemma":0.12589721,"teacher_disagreement_score":0.46322945,"about_ca_system_score_codex":0.00040051105,"about_ca_system_score_gemma":0.0002493203,"threshold_uncertainty_score":0.9890556},"labels":[],"label_agreement":null},{"id":"W4361974575","doi":"10.13169/intecritdivestud.5.1.0022","title":"Changing the Visual Landscape","year":2023,"lang":"en","type":"article","venue":"International Journal of Critical Diversity Studies","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Redress; Cohesion (chemistry); Political science; Higher education; Sociology; Public relations; Law","score_opus":0.16377185770144867,"score_gpt":0.5069213501770472,"score_spread":0.34314949247559856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361974575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9324458,0.0005749769,0.00027090686,0.04641074,0.01189606,0.00006782097,0.000012701232,0.000049090413,0.00827187],"genre_scores_gemma":[0.9965121,0.00021826358,0.000020285044,0.0009281888,0.0011871182,0.0000012616919,0.0000017563372,0.0000031845814,0.0011278426],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9990679,0.000077578465,0.00020132765,0.00005346192,0.00042212586,0.00017760674],"domain_scores_gemma":[0.9973992,0.0014711359,0.000082369916,0.00003372023,0.0009681209,0.000045449295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007037728,0.00004817064,0.00010307956,0.00016380649,0.00076278026,0.000014013671,0.00024257976,0.000027044238,0.00008992663],"category_scores_gemma":[0.0020158682,0.000031158466,0.0000692435,0.00014034563,0.00010945533,0.0001662045,0.0004495501,0.00021923176,0.0002805877],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044629152,0.00044554658,0.22390534,0.00023321965,0.0018008561,0.00038744524,0.2107357,0.00012898537,0.000043133376,0.037322935,0.48957983,0.03497072],"study_design_scores_gemma":[0.001223627,0.00028590564,0.14103796,0.00072351936,0.00020012738,0.000032057014,0.7178161,0.0003618608,0.000047772308,0.02938397,0.108618714,0.0002683796],"about_ca_topic_score_codex":0.0000036597257,"about_ca_topic_score_gemma":0.0000022138975,"teacher_disagreement_score":0.50708044,"about_ca_system_score_codex":0.00007597169,"about_ca_system_score_gemma":0.000041548625,"threshold_uncertainty_score":0.5866766},"labels":[],"label_agreement":null},{"id":"W4417215183","doi":"10.13169/intecritdivestud.7.2.0002","title":"Non-Colonial Creative Interventions: Collective Belonging through Shared Labour, Collaboration and Active Participation","year":2025,"lang":"en","type":"article","venue":"International Journal of Critical Diversity Studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Indigenous; Storytelling; Ethnography; Politics; Traditional knowledge; Value (mathematics); Argument (complex analysis); Agency (philosophy)","score_opus":0.05103948247832067,"score_gpt":0.44478062330383333,"score_spread":0.39374114082551265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417215183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497078,0.0010762115,0.0022292938,0.021433026,0.0036109397,0.00038611313,0.00007227627,0.000017651522,0.021466669],"genre_scores_gemma":[0.993672,0.0028303138,0.0005933002,0.00016236518,0.0003155943,0.0000024733868,0.0000030164642,0.000002488688,0.0024184438],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987351,0.00020881856,0.0003137838,0.00012819449,0.0004396407,0.00017447067],"domain_scores_gemma":[0.99482316,0.0006162379,0.00018383915,0.000035011417,0.004279349,0.00006239524],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005088557,0.00008327235,0.00020840074,0.00020538534,0.0038023854,0.00010527702,0.00018933187,0.000065323584,0.00005128065],"category_scores_gemma":[0.00062252313,0.00007599923,0.00008449538,0.00028166085,0.0005452215,0.0009675814,0.000027303468,0.0001435984,0.0000028192699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027130544,0.0003384034,0.0048486837,0.000058882742,0.00057470537,0.0000161362,0.6819786,0.0000074955647,0.0000025332006,0.31077465,0.0008398716,0.00028873942],"study_design_scores_gemma":[0.0028707373,0.0007108004,0.25779444,0.0016770121,0.00071110413,0.000007850426,0.46512473,0.0000427828,0.00076088175,0.22433244,0.045570023,0.00039722948],"about_ca_topic_score_codex":0.0049259034,"about_ca_topic_score_gemma":0.06345501,"teacher_disagreement_score":0.25294575,"about_ca_system_score_codex":0.0009160448,"about_ca_system_score_gemma":0.0023377666,"threshold_uncertainty_score":0.9974945},"labels":[],"label_agreement":null},{"id":"W4417215184","doi":"10.13169/intecritdivestud.7.2.0006","title":"Indigenous Knowledge Sharing in Contemporary Art and Higher Education through Relational Ethics, Indigenous Ontology and Black Ecology","year":2025,"lang":"en","type":"article","venue":"International Journal of Critical Diversity Studies","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Indigenous; Traditional knowledge; Ontology; Colonialism; Higher education","score_opus":0.1892197102961737,"score_gpt":0.4596738255363673,"score_spread":0.2704541152401936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417215184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87211305,0.0073540704,0.000095884716,0.069627985,0.0025791926,0.00012925023,0.000009158462,0.000009721471,0.048081703],"genre_scores_gemma":[0.99559236,0.0012762016,0.00014538865,0.0014207074,0.00016468126,0.0000010379403,0.0000012427216,0.0000020830162,0.001396303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906284,0.00017714986,0.00023819803,0.00013361972,0.00025560864,0.00013258362],"domain_scores_gemma":[0.99753255,0.0014437482,0.00009269827,0.000031664043,0.0008551126,0.000044223205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008673512,0.00007097284,0.00019346757,0.00018110251,0.00056949386,0.000047219295,0.00020870959,0.00015131877,0.000019157087],"category_scores_gemma":[0.001290241,0.00007112222,0.000033706823,0.0000663378,0.0011820347,0.0003716061,0.00039909824,0.0005052255,0.0000033517529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053176387,0.00025530945,0.20832072,0.000032741824,0.00018492101,0.00004142108,0.1373265,7.7180687e-7,0.0000037640787,0.65233624,0.000853731,0.0005907441],"study_design_scores_gemma":[0.0004947766,0.00007637769,0.5021453,0.00016010593,0.000036796057,0.000009266082,0.016480608,0.0000016466755,0.0000046673754,0.45382187,0.026672883,0.000095715644],"about_ca_topic_score_codex":0.0004584581,"about_ca_topic_score_gemma":0.0016222444,"teacher_disagreement_score":0.29382458,"about_ca_system_score_codex":0.0002581256,"about_ca_system_score_gemma":0.0006001582,"threshold_uncertainty_score":0.43801442},"labels":[],"label_agreement":null}]}