{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03443919,0.0001805302,0.0002162006,0.0006356365,0.004072704,0.00007167337,0.001301724,0.000171294,0.00022449],"category_scores_gemma":[0.004332595,0.0001108067,0.000044148,0.002488758,0.0008753977,0.0003383899,0.00008025989,0.001919748,0.001036957],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03046139,"about_ca_system_score_gemma":0.1256035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6321248,"about_ca_topic_score_gemma":0.9514056,"domain_scores_codex":[0.978058,0.01130019,0.0004794018,0.0007035652,0.007016422,0.002442353],"domain_scores_gemma":[0.9831051,0.01055423,0.0001201661,0.001026272,0.004500014,0.0006942193],"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":[0.0004111806,0.0003592082,0.009988591,0.0002631987,0.000007401332,0.00004872142,0.006411226,0.000002978622,0.0004321813,0.027867,0.9290938,0.02511448],"study_design_scores_gemma":[0.001115467,0.0008933369,0.04426105,0.001067655,0.000001818797,0.000001624437,0.02825633,0.0001687336,0.00002233207,0.009504108,0.9144997,0.0002078709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354334,0.0002324701,0.00006460619,0.3900023,0.001155394,0.002676482,0.00005215229,0.00005431248,0.07032885],"genre_scores_gemma":[0.9776235,0.0002365866,0.00002330597,0.001157502,0.0003912894,0.0002121493,0.0000146516,0.0000212377,0.02031975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4421901,"threshold_uncertainty_score":0.9997408,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.09784608,0.000448622,0.0004803597,0.0002959025,0.01720115,0.001719823,0.003178285,0.0002724575,0.00004773639],"category_scores_gemma":[0.003617299,0.000277172,0.000183213,0.005317387,0.01104602,0.0006493986,0.0003904474,0.003309836,0.001527237],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004672125,"about_ca_system_score_gemma":0.009716297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009770611,"about_ca_topic_score_gemma":0.1210209,"domain_scores_codex":[0.9591611,0.01801682,0.0008638603,0.001269648,0.01632069,0.004367877],"domain_scores_gemma":[0.9711755,0.01352065,0.000310034,0.002371481,0.01189354,0.0007288128],"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":[0.0005128434,0.0002756719,0.0001456894,0.00004559152,0.0001982985,0.00002102353,0.008093013,0.00002704421,0.00001618972,0.7844058,0.1800628,0.02619597],"study_design_scores_gemma":[0.0004902488,0.003330172,0.0006217326,0.0002540631,0.00001618116,0.000005179349,0.02934944,0.00008273444,0.0000135786,0.4806493,0.4849401,0.0002472679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01283862,0.003611732,0.0001969113,0.6874045,0.001127564,0.002261262,0.00002101805,0.0001655827,0.2923729],"genre_scores_gemma":[0.9737484,0.01080482,0.0001587708,0.0001379143,0.002045108,0.0003829885,0.000005031754,0.00008077946,0.01263618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9609098,"threshold_uncertainty_score":0.9999681,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03471809,0.0004009084,0.0007206227,0.001263821,0.001563675,0.0002072877,0.0009054957,0.0005339425,0.0001318367],"category_scores_gemma":[0.004157797,0.0003282465,0.0001806538,0.00205001,0.001574037,0.0001823124,0.00009483439,0.004895556,0.003027541],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0122261,"about_ca_system_score_gemma":0.007576738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005657542,"about_ca_topic_score_gemma":0.0001184735,"domain_scores_codex":[0.9773713,0.004432504,0.0007115597,0.001416836,0.01372646,0.002341337],"domain_scores_gemma":[0.9876489,0.003551437,0.0001013528,0.001658575,0.005813097,0.001226628],"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":[0.03106302,0.02709271,0.02962781,0.002391723,0.0004336261,0.002052071,0.002820155,0.00009025092,0.003237683,0.1352193,0.6415407,0.1244309],"study_design_scores_gemma":[0.01840547,0.2312095,0.09065182,0.002396152,0.00008807826,0.0002187825,0.001978386,0.004027275,0.001563597,0.03127258,0.6168882,0.001300098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8851902,0.0004283965,0.0002477504,0.08782988,0.001503133,0.002135528,0.000007658607,0.0002106123,0.02244682],"genre_scores_gemma":[0.9884002,0.0001105084,0.00006201683,0.0006619353,0.001814004,0.0003391712,0.00003423955,0.00007146026,0.008506496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041168,"threshold_uncertainty_score":0.999917,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1353212,0.0006753507,0.0009780372,0.004985958,0.005312159,0.005536912,0.003756377,0.0005290506,0.0003701865],"category_scores_gemma":[0.02725317,0.0004146675,0.0003871849,0.01071229,0.003563732,0.002894225,0.0005236896,0.002024717,0.004729305],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009067337,"about_ca_system_score_gemma":0.01791932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004982396,"about_ca_topic_score_gemma":0.006507943,"domain_scores_codex":[0.9405837,0.01470095,0.001856234,0.002666071,0.03564192,0.004551093],"domain_scores_gemma":[0.8601742,0.04418049,0.0003559415,0.003582306,0.09003424,0.00167283],"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":[0.005026605,0.0005354084,0.00009728287,0.00004087067,0.000126175,0.0001354683,0.001112084,0.0000238822,0.008723659,0.2924195,0.6310374,0.06072169],"study_design_scores_gemma":[0.002685072,0.02214002,0.0004193553,0.0003092492,0.000008630249,0.00001333871,0.02274875,0.0007891587,0.003631066,0.8571463,0.08955698,0.0005521021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3491885,0.0005015759,0.004681096,0.5867168,0.001148693,0.00642581,0.001337339,0.0003182562,0.04968194],"genre_scores_gemma":[0.8774163,0.0003298431,0.0001648499,0.00006617492,0.001040529,0.001632733,0.00006500528,0.000129764,0.1191548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5866506,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}