{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"36121c7789b0","filters":{"venue":"Council on Undergraduate Research Quarterly"}},"results":[{"id":"W4253801790","doi":"10.18833/curq/36/3/4","title":"Mucking About in the Mess: Research-based Education at Quest University Canada","year":2016,"lang":"en","type":"article","venue":"Council on Undergraduate Research Quarterly","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Quest University Canada","funders":"","keywords":"Political science; Sociology; Media studies","authors":[{"name":"D. J. Helfand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3646979964187809,"gpt":0.4900638637907863,"spread":0.1253658673720054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006127408,0.0003998652,0.0003275906,0.001980708,0.02877985,0.00924429,0.00290562,0.00265153,0.02732852],"category_scores_gemma":[0.007617312,0.0008144489,0.0003668581,0.002961436,0.0107113,0.00252295,0.00666363,0.003733651,0.003426066],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09744906,"about_ca_system_score_gemma":0.3948579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9504243,"about_ca_topic_score_gemma":0.9904084,"domain_scores_codex":[0.9928132,0.001668145,0.0001394184,0.0006637062,0.002398358,0.002317187],"domain_scores_gemma":[0.968599,0.001780452,0.000389977,0.0005858559,0.005433374,0.0232114],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002081323,0.0009897025,0.02124961,0.0003133753,0.00002968742,0.002511562,0.1002303,0.001005998,0.004027829,0.07196474,0.6009163,0.1965529],"study_design_scores_gemma":[0.00003142053,0.00009002198,0.008318851,0.0001168762,0.000007127796,0.0001723883,0.03601547,0.0004590521,0.0006032362,0.00357636,0.9505308,0.00007850681],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1861391,0.0057097,0.01110668,0.2372817,0.001766396,0.001403879,0.001577948,0.001968593,0.553046],"genre_scores_gemma":[0.396835,0.003558911,0.02430766,0.02786289,0.0002214151,0.0005586323,0.0007993472,0.0008474657,0.5450088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9938726,"threshold_uncertainty_score":0.7070458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913430375","doi":"10.18833/spur/2/2/8","title":"The Challenges of Going Global with Undergraduate Research: The Matariki Undergraduate Research Network","year":2018,"lang":"en","type":"article","venue":"Council on Undergraduate Research Quarterly","topic":"Higher Education Practises and Engagement","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":"Queen's University","funders":"","keywords":"Undergraduate research; Engineering ethics; Mathematics education; Medical education; Psychology; Engineering; Medicine","authors":[{"name":"Rachel Spronken‐Smith","is_ca":false},{"name":"Sally Sandover","is_ca":true},{"name":"Lee Partridge","is_ca":true},{"name":"Tony Fawcett","is_ca":true},{"name":"Liz Burd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3505760590733361,"gpt":0.4583736737443759,"spread":0.1077976146710398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04525699,0.0002259625,0.0003707153,0.001115292,0.012253,0.01059953,0.001877877,0.001712192,0.004088184],"category_scores_gemma":[0.05472309,0.0004548864,0.0002452542,0.001942049,0.004043875,0.006732421,0.01426435,0.003562435,0.0005131395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00605909,"about_ca_system_score_gemma":0.01960002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005525532,"about_ca_topic_score_gemma":0.01827809,"domain_scores_codex":[0.9682995,0.02394415,0.0008816015,0.0008875049,0.002666401,0.003320711],"domain_scores_gemma":[0.930696,0.01839459,0.007064611,0.003580454,0.006483476,0.03378087],"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":[0.0002721216,0.0007991834,0.2169465,0.0005896868,0.00005908563,0.002414989,0.4914402,0.0004163024,0.001962691,0.03272871,0.02285792,0.2295125],"study_design_scores_gemma":[0.00003002291,0.0004176129,0.07648688,0.0006659881,0.00002554054,0.001169721,0.7628361,0.0008584254,0.0005123087,0.006052644,0.1508767,0.00006804587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173514,0.001676024,0.003949043,0.05012874,0.000320235,0.0003590568,0.00009138585,0.00006304748,0.02606114],"genre_scores_gemma":[0.9866005,0.001075576,0.004599892,0.002638295,0.00006804104,0.000338811,0.0001082836,0.00003655692,0.004534031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04525699,"threshold_uncertainty_score":0.2393447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W15532316","doi":"10.1179/crn.2004.039","title":"Course-based Research on Students’ Own Institution Introduces Historical Inquiry","year":2014,"lang":"en","type":"article","venue":"Council on Undergraduate Research Quarterly","topic":"Ophthalmology and Visual Health Research","field":"Medicine","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":"Institution; Course (navigation); Mathematics education; Pedagogy; Engineering ethics; Sociology; Political science; Engineering; Social science; Psychology","authors":[{"name":"Joseph L. Murray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5981621886640693,"gpt":0.5642473267799801,"spread":0.03391486188408921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007182785,0.0004503664,0.000394728,0.002584278,0.006226427,0.003977851,0.001312917,0.001039957,0.05277556],"category_scores_gemma":[0.01692548,0.0002546447,0.0002273731,0.002491557,0.003641285,0.003140678,0.005627916,0.002089829,0.01202492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003829242,"about_ca_system_score_gemma":0.005191887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908946,"about_ca_topic_score_gemma":0.009522094,"domain_scores_codex":[0.9947679,0.002419472,0.0002447554,0.0007524273,0.001042362,0.0007731246],"domain_scores_gemma":[0.9776889,0.003190772,0.001810116,0.002891484,0.006264074,0.008154585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001546698,0.001601951,0.08194201,0.0005705067,0.00003418678,0.0009183066,0.06138571,0.0001841215,0.003047833,0.07744446,0.3552909,0.4174253],"study_design_scores_gemma":[0.000008691148,0.0002963609,0.03373821,0.0004150281,0.000009835136,0.000505485,0.03354486,0.00009983764,0.0008307016,0.004246867,0.9262738,0.00003029565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2538465,0.00989172,0.01097046,0.1318985,0.01284022,0.001002765,0.001684101,0.0006462951,0.5772195],"genre_scores_gemma":[0.56018,0.008026017,0.007722679,0.03160328,0.004228863,0.0009280344,0.000901334,0.0003876704,0.3860221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05277556,"threshold_uncertainty_score":0.1765518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239307606","doi":"10.18833/curq/36/4/20","title":"Research Collaboration Creates Opportunities for High-Impact Undergraduate Research","year":2016,"lang":"en","type":"article","venue":"Council on Undergraduate Research Quarterly","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Undergraduate research; Engineering ethics; Engineering; Medical education; Medicine","authors":[{"name":"Ann Ellis","is_ca":true},{"name":"Lisa M. Oakes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4987744021920125,"gpt":0.5249674825493817,"spread":0.02619308035736923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1305494,0.0009230988,0.001553657,0.003671654,0.01919833,0.01771101,0.003722745,0.005558848,0.03153899],"category_scores_gemma":[0.1403268,0.001898763,0.001527574,0.002209239,0.007197815,0.01680376,0.04113638,0.006320483,0.006528391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004152776,"about_ca_system_score_gemma":0.02268318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005079461,"about_ca_topic_score_gemma":0.002230597,"domain_scores_codex":[0.7700124,0.1866776,0.007999515,0.007221652,0.01320257,0.01488621],"domain_scores_gemma":[0.6856458,0.1255471,0.04462342,0.03742526,0.02231033,0.08444802],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003951057,0.006468116,0.09855057,0.004380333,0.0005843082,0.003990002,0.3004262,0.001203324,0.01295842,0.1079371,0.06509987,0.3944506],"study_design_scores_gemma":[0.001661778,0.005403666,0.05341002,0.002815672,0.0002654539,0.002308409,0.375432,0.001981262,0.006915862,0.08761358,0.4616863,0.0005060875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5812899,0.00236088,0.09175769,0.1122204,0.003006738,0.007686677,0.0005296346,0.00310398,0.1980441],"genre_scores_gemma":[0.9589627,0.0003267939,0.02316044,0.003608415,0.0005794669,0.00630982,0.0001224909,0.0001549982,0.006774899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694506,"threshold_uncertainty_score":0.6904194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}