{"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":"6e0a40bc472e","filters":{"venue":"Disability Compliance for Higher Education"}},"results":[{"id":"W1988216319","doi":"10.1002/dhe.30033","title":"Make universal design a campuswide priority","year":2015,"lang":"en","type":"article","venue":"Disability Compliance for Higher Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Diversity (politics); Engineering management; Engineering; Architectural engineering; Political science; Mathematics education; Psychology; Law","authors":[{"name":"Cynthia Gomez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2489438381895486,"gpt":0.4310694144438309,"spread":0.1821255762542823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0548081,0.0009915914,0.001149143,0.001840656,0.006388284,0.01979998,0.005221394,0.007554391,0.02060246],"category_scores_gemma":[0.1092359,0.001245754,0.00167138,0.001156249,0.01204915,0.02353251,0.01919763,0.01030577,0.01113252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00609083,"about_ca_system_score_gemma":0.02040048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003270226,"about_ca_topic_score_gemma":0.004640342,"domain_scores_codex":[0.9497667,0.02852417,0.002354785,0.003530479,0.01124462,0.004579309],"domain_scores_gemma":[0.8709686,0.02059034,0.004076131,0.03609606,0.04290083,0.02536797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002241827,0.001550623,0.01069154,0.001173771,0.0001270936,0.0003724163,0.01445221,0.002414047,0.005533955,0.2776147,0.21487,0.4709754],"study_design_scores_gemma":[0.000108303,0.0008056901,0.004486048,0.00124758,0.00009110438,0.0003690315,0.0175466,0.001926225,0.004587351,0.1754079,0.7932737,0.0001505604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.03485228,0.0037653,0.5208094,0.2692763,0.01121478,0.002413869,0.0003086044,0.01051641,0.1468431],"genre_scores_gemma":[0.3789529,0.003108464,0.454878,0.06104296,0.00271111,0.003642628,0.0008041042,0.006153941,0.08870587],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0548081,"threshold_uncertainty_score":0.2898564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309917986","doi":"10.1002/dhe.31404","title":"A Proactive Approach to Navigating Student Accommodations","year":2022,"lang":"en","type":"article","venue":"Disability Compliance for Higher Education","topic":"COVID-19 and Mental Health","field":"Psychology","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":"Dignity; Commission; Duty; Accommodation; Institution; Human rights; Coronavirus disease 2019 (COVID-19); Public relations; Reasonable accommodation; Code of practice; Political science; Face (sociological concept); Medical education; Psychology; Sociology; Engineering; Engineering ethics; Law; Medicine","authors":[{"name":"Meghan E. Norris","is_ca":false},{"name":"Tara A. Karasewich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2056017887617495,"gpt":0.5199302281967784,"spread":0.3143284394350289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0138323,0.0008978897,0.0008559802,0.002201299,0.03348304,0.01832455,0.007923422,0.007704234,0.0264644],"category_scores_gemma":[0.0226559,0.0008826779,0.001249606,0.001794432,0.01155176,0.01302558,0.03770442,0.01463403,0.006509247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662798,"about_ca_system_score_gemma":0.09333275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05907457,"about_ca_topic_score_gemma":0.2150135,"domain_scores_codex":[0.9790375,0.009111378,0.000645365,0.001456784,0.003949837,0.005799122],"domain_scores_gemma":[0.9666782,0.002504415,0.002129497,0.001650072,0.005906243,0.02113165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007085999,0.0009580264,0.02260998,0.0006737579,0.00007697782,0.002329659,0.3144097,0.0009513178,0.002624547,0.05541677,0.3423705,0.2575079],"study_design_scores_gemma":[0.00001676104,0.0002209183,0.005638555,0.0008922516,0.00002410599,0.0005653737,0.3580177,0.0007216214,0.0005487273,0.02180828,0.6114154,0.0001302683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.147686,0.004226281,0.05980029,0.4614976,0.006662695,0.001662183,0.0002969718,0.002793349,0.3153746],"genre_scores_gemma":[0.764348,0.003899596,0.04949857,0.06367633,0.000909817,0.0008442122,0.0003494685,0.0005211189,0.115953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05907457,"threshold_uncertainty_score":0.120645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210525393","doi":"10.1002/dhe.31237","title":"A student‐led events accessibility policy spreads across Canada","year":2022,"lang":"en","type":"article","venue":"Disability Compliance for Higher Education","topic":"Innovations in Medical Education","field":"Medicine","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":"Work (physics); Dissemination; Power (physics); Public relations; Political science; Computer science; Telecommunications; Engineering","authors":[{"name":"Julia Hanes","is_ca":false},{"name":"Quinten K Clarke","is_ca":false},{"name":"Abby Christi","is_ca":false},{"name":"Jordana L. Waserman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04487268241331316,"gpt":0.4489262324416231,"spread":0.4040535500283099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00301432,0.0002146406,0.0002218094,0.0005311782,0.02099123,0.005454428,0.001383863,0.001409854,0.0107463],"category_scores_gemma":[0.005531244,0.0002925324,0.0002910069,0.001236142,0.004790463,0.001527023,0.00638495,0.003811949,0.0005670654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06534155,"about_ca_system_score_gemma":0.2552533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699467,"about_ca_topic_score_gemma":0.9899822,"domain_scores_codex":[0.9961432,0.0006223994,0.00009463908,0.0002697387,0.0008539184,0.002016126],"domain_scores_gemma":[0.9877115,0.0006662529,0.000369264,0.0002843148,0.002932219,0.008036548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004766551,0.0009858663,0.1098864,0.0007788658,0.0001040345,0.00402192,0.2096023,0.004049942,0.008841806,0.1736437,0.2095479,0.2780606],"study_design_scores_gemma":[0.00004445168,0.0002345624,0.106203,0.0003520667,0.000024598,0.0002564307,0.159891,0.001008189,0.001242294,0.003108746,0.727478,0.0001567047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7189168,0.001075207,0.006967555,0.09813531,0.0006469167,0.0005823683,0.0007327581,0.0005153425,0.1724278],"genre_scores_gemma":[0.9541995,0.000394489,0.001245259,0.004280391,0.00003500722,0.00005962941,0.0001311486,0.00006289976,0.03959169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06534155,"threshold_uncertainty_score":0.4740884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2520419778","doi":"10.1002/dhe.30225","title":"Design a healthier campus to support students, faculty, and staff","year":2016,"lang":"en","type":"article","venue":"Disability Compliance for Higher Education","topic":"Health, psychology, and well-being","field":"Health Professions","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":"Mental health; Medical education; University campus; Psychology; Engineering management; Engineering; Medicine; Architectural engineering; Psychiatry","authors":[{"name":"Halley Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2027293992559699,"gpt":0.542101310961591,"spread":0.3393719117056211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001909722,0.0006514337,0.0002984682,0.0006543947,0.006115864,0.004869411,0.001827233,0.001302912,0.02675169],"category_scores_gemma":[0.004440432,0.0005068688,0.0003497999,0.0005992999,0.001186013,0.001467179,0.003916758,0.001675414,0.01017543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228911,"about_ca_system_score_gemma":0.01436317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07625381,"about_ca_topic_score_gemma":0.3082969,"domain_scores_codex":[0.99813,0.0006518812,0.00006850521,0.0002008995,0.0003791891,0.0005694458],"domain_scores_gemma":[0.989691,0.0001748105,0.000274574,0.0004331704,0.002470643,0.006955878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004452212,0.003587918,0.04702429,0.0006584361,0.0001066874,0.001078155,0.009883988,0.003585713,0.01427388,0.0037779,0.4489729,0.466605],"study_design_scores_gemma":[0.0006361665,0.001754723,0.0842143,0.0005058228,0.0001379744,0.0005911419,0.07061298,0.005480125,0.005682682,0.004667756,0.8252901,0.0004262796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4838648,0.001497209,0.1429103,0.06968341,0.009410489,0.0125675,0.002119104,0.01353387,0.2644134],"genre_scores_gemma":[0.5411773,0.001008793,0.2533021,0.01297382,0.0004174277,0.003525026,0.001547929,0.001460001,0.1845876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07625381,"threshold_uncertainty_score":0.1516199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390103625","doi":"10.1002/dhe.31655","title":"CSI launches autism mentorship STEM program","year":2023,"lang":"en","type":"article","venue":"Disability Compliance for Higher Education","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; City University of New York; National Science Foundation","keywords":"Mentorship; Autism; Library science; Management; Medical education; Psychology; Engineering; Medicine; Computer science","authors":[{"name":"Lois Elfman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2465405036106612,"gpt":0.4771936794060376,"spread":0.2306531757953764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00395456,0.0005142512,0.000257038,0.001331055,0.003279805,0.002409109,0.001284375,0.001498666,0.08198607],"category_scores_gemma":[0.004021452,0.0001964696,0.0005738652,0.0004384487,0.0007735843,0.001128359,0.007070458,0.003507211,0.01935687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010836,"about_ca_system_score_gemma":0.01484466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006028677,"about_ca_topic_score_gemma":0.03388131,"domain_scores_codex":[0.997977,0.0002970024,0.00004432657,0.0001332043,0.0009912881,0.0005571826],"domain_scores_gemma":[0.9833499,0.0005362186,0.0002551148,0.0004067635,0.001928697,0.01352329],"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":[0.0002460755,0.001844843,0.005612958,0.00007592105,0.00001669109,0.0004322659,0.0005588285,0.00007734127,0.001228513,0.002014362,0.7600829,0.2278094],"study_design_scores_gemma":[0.0003602395,0.00146093,0.01755605,0.0001303283,0.00001847446,0.000659049,0.001357102,0.0003044906,0.001829288,0.001539283,0.9747543,0.00003040157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1292479,0.002441981,0.00790454,0.1558453,0.01298711,0.003682567,0.009648982,0.01049792,0.6677437],"genre_scores_gemma":[0.2105962,0.002711663,0.0207225,0.02949804,0.003094413,0.00310977,0.008653142,0.001080001,0.7205343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08198607,"threshold_uncertainty_score":0.2742707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}