{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"aa2c48564c27","filters":{"venue":"Journal of Statistics and Data Science Education"}},"results":[{"id":"W3202795438","doi":"10.1080/26939169.2022.2074922","title":"Opinionated Practices for Teaching Reproducibility: Motivation, Guided Instruction and Practice","year":2022,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Workflow; Field (mathematics); Data science; Reproducibility; Mathematics education; Psychology; Chemistry; Mathematics","authors":[{"name":"Joel Östblom","is_ca":true},{"name":"Tiffany Timbers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3320630395279458,"gpt":0.5214170524667222,"spread":0.1893540129387764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05962855,0.0008043196,0.0008520506,0.002436806,0.005367414,0.01067152,0.004176146,0.00614945,0.005388065],"category_scores_gemma":[0.1505787,0.0008803948,0.001150372,0.001349667,0.007336142,0.008429606,0.01168605,0.007473429,0.003482653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006393759,"about_ca_system_score_gemma":0.01054416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512116,"about_ca_topic_score_gemma":0.002330476,"domain_scores_codex":[0.9120851,0.06163567,0.002831905,0.00541718,0.01412676,0.003903374],"domain_scores_gemma":[0.8357613,0.09666076,0.01079608,0.01260429,0.02826467,0.01591291],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002720857,0.003576883,0.03082294,0.001927333,0.0001532651,0.002002227,0.2791454,0.001685207,0.01064057,0.03539376,0.06936198,0.5650184],"study_design_scores_gemma":[0.0004690341,0.002339651,0.02675184,0.005590958,0.0002043403,0.002931947,0.2277709,0.009621547,0.01244309,0.1498289,0.5611765,0.0008713137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5090458,0.004679921,0.2446381,0.1634436,0.002694674,0.002227885,0.0002035682,0.002925044,0.07014127],"genre_scores_gemma":[0.8378498,0.001944914,0.1194837,0.02421936,0.0003407254,0.001858513,0.0001904644,0.0006083908,0.01350435],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9403715,"threshold_uncertainty_score":0.3153498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367692321","doi":"10.1080/26939169.2023.2205907","title":"Profiles in the Teaching of Experimental Design and Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Miami","keywords":"Subject (documents); Variety (cybernetics); Computer science; Snapshot (computer storage); Mathematics education; Data science; Psychology; Artificial intelligence; World Wide Web","authors":[{"name":"Byran J. Smucker","is_ca":false},{"name":"Nathaniel T. Stevens","is_ca":true},{"name":"Jacqueline Asscher","is_ca":false},{"name":"Peter Goos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3645080451850435,"gpt":0.5303932170349945,"spread":0.165885171849951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09849242,0.0008435903,0.001043774,0.004230065,0.00192807,0.006630743,0.002375123,0.003182355,0.006797004],"category_scores_gemma":[0.2360385,0.001026671,0.000664695,0.004051331,0.006278631,0.009278856,0.005873903,0.00746414,0.003541448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006286681,"about_ca_system_score_gemma":0.00993074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105611,"about_ca_topic_score_gemma":0.002095675,"domain_scores_codex":[0.8899478,0.08778963,0.004860912,0.004663395,0.01169834,0.001039898],"domain_scores_gemma":[0.6831473,0.2715845,0.008121243,0.01730973,0.01548531,0.004351893],"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":[0.0002148529,0.0003757831,0.003497693,0.001852415,0.00004842165,0.0001565519,0.01947833,0.003251812,0.002082655,0.3312162,0.01948076,0.6183445],"study_design_scores_gemma":[0.0001223672,0.0004040078,0.003833801,0.004471315,0.00004217729,0.000461418,0.004769661,0.009258839,0.003837115,0.5998565,0.3728392,0.0001035119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01872383,0.01863485,0.8486646,0.03622527,0.001645761,0.0009169799,0.0002460986,0.001517849,0.07342462],"genre_scores_gemma":[0.2066128,0.02249606,0.7424437,0.01167475,0.0008635385,0.003316368,0.0002324254,0.0007920896,0.01156833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09849242,"threshold_uncertainty_score":0.5208839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388040150","doi":"10.1080/26939169.2023.2276844","title":"In Pursuit of Campus-Wide Data Literacy: A Guide to Developing a Statistics Course for Students in Nonquantitative Fields","year":2023,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Course (navigation); Mathematics education; Statistics education; Literacy; Data science; Sociology; Statistics; Psychology; Computer science; Pedagogy; Engineering; Mathematics","authors":[{"name":"Alexis Lerner","is_ca":false},{"name":"Andrew Gelman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3154577545415127,"gpt":0.6042050414452778,"spread":0.2887472869037651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002983606,0.001161725,0.0007149098,0.001604985,0.002078715,0.002828788,0.001940514,0.002456657,0.06760889],"category_scores_gemma":[0.005762041,0.001040804,0.0004792141,0.00141264,0.0008658664,0.003052475,0.002745758,0.003413592,0.07039116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182104,"about_ca_system_score_gemma":0.005102771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605383,"about_ca_topic_score_gemma":0.01277754,"domain_scores_codex":[0.9992167,0.0002676685,0.00009295106,0.00009230514,0.0002095631,0.0001209398],"domain_scores_gemma":[0.9952301,0.001263949,0.0002609859,0.0002480241,0.001143569,0.001853411],"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":[0.00005646576,0.001228156,0.002279524,0.0002983446,0.000004344126,0.0006578282,0.003799959,0.0005115782,0.004566577,0.006784844,0.7737662,0.2060461],"study_design_scores_gemma":[0.0000292273,0.000156194,0.002690833,0.0002150622,0.000003007875,0.0004374158,0.002105509,0.0005756355,0.0008261837,0.006974956,0.9859542,0.00003162115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03873907,0.00631915,0.3943772,0.06859212,0.005300469,0.01710582,0.0136311,0.03315123,0.4227838],"genre_scores_gemma":[0.02684415,0.005480025,0.661105,0.020078,0.0005067547,0.008798132,0.004802625,0.003177143,0.2692082],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06760889,"threshold_uncertainty_score":0.2261743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307719935","doi":"10.1080/26939169.2022.2141155","title":"A Randomized Study to Evaluate the Effect of a Nudge via Weekly E-mails on Students’ Attitudes Toward Statistics","year":2022,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Randomized controlled trial; Randomized experiment; Computer science; Psychology; Statistics; Medical education; Mathematics education; Medicine; Mathematics","authors":[{"name":"Nathan Taback","is_ca":true},{"name":"Alison L. Gibbs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2066931402979148,"gpt":0.5276926651084167,"spread":0.3209995248105019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01718675,0.002037595,0.002605241,0.001325107,0.00217549,0.001440451,0.002093251,0.005196174,0.01649273],"category_scores_gemma":[0.03243623,0.001592953,0.00224311,0.0008587692,0.003540725,0.002279459,0.001621061,0.005609922,0.002368918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504764,"about_ca_system_score_gemma":0.004968257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014197,"about_ca_topic_score_gemma":0.001428007,"domain_scores_codex":[0.9771703,0.01555044,0.00172139,0.002394907,0.001686172,0.001476791],"domain_scores_gemma":[0.9469775,0.03396932,0.006873683,0.005401311,0.002048019,0.004730118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5617077,0.3893265,0.002637092,0.0008301068,0.0006905929,0.00008236174,0.0005379851,0.0005082519,0.003141254,0.0006538109,0.00158853,0.03829586],"study_design_scores_gemma":[0.4762871,0.513873,0.003761038,0.00007323374,0.0004092042,0.00002675611,0.0001529061,0.0009036848,0.001955429,0.000626404,0.001881451,0.00004975623],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342924,0.0003240264,0.003602097,0.001127556,0.001531409,0.05563201,0.0008279901,0.0002556778,0.002406852],"genre_scores_gemma":[0.8126734,0.0004235144,0.02332476,0.002693149,0.001128324,0.1545658,0.0005322228,0.00006209792,0.004596746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718675,"threshold_uncertainty_score":0.09089327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384934631","doi":"10.1080/26939169.2023.2238018","title":"Repurposing a Peer-Reviewed Publication to Engage Students in Statistics: An Illustration of Study Design, Data Collection, and Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Popularity; Repurposing; Data collection; Class (philosophy); Sample (material); Computer science; Medical education; Psychology; Subject (documents); Mathematics education; Research design; Sample size determination; Data science; Statistics; World Wide Web; Social psychology; Medicine; Engineering","authors":[{"name":"Ciaran Evans","is_ca":false},{"name":"William Cipolli","is_ca":false},{"name":"Zakary A. Draper","is_ca":true},{"name":"John-Tyler Binfet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5173896210751892,"gpt":0.5628259285441962,"spread":0.04543630746900706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1962625,0.001250234,0.001512164,0.007243187,0.00657412,0.009718508,0.002890191,0.003735503,0.04510045],"category_scores_gemma":[0.4045933,0.001078162,0.001446138,0.007544517,0.004929852,0.007587654,0.006465008,0.00447372,0.03090565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416014,"about_ca_system_score_gemma":0.01350702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005000915,"about_ca_topic_score_gemma":0.001805171,"domain_scores_codex":[0.7953695,0.1434279,0.01470304,0.005642434,0.03873052,0.002126655],"domain_scores_gemma":[0.3963223,0.3396255,0.01886146,0.116861,0.1177033,0.01062654],"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":[0.001485067,0.002566307,0.005376471,0.005256071,0.0001534521,0.001545856,0.03213976,0.001235727,0.019818,0.02606752,0.1819371,0.7224185],"study_design_scores_gemma":[0.0009395767,0.002895825,0.005605957,0.003264588,0.0001320283,0.0008378984,0.008540514,0.005709891,0.01467569,0.03660158,0.9203766,0.0004198657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05847434,0.001969312,0.6641862,0.03070601,0.02759021,0.0995502,0.003251802,0.008370187,0.1059018],"genre_scores_gemma":[0.1036299,0.001422891,0.7351139,0.005816329,0.006934476,0.09386586,0.001028165,0.004914544,0.0472738],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1962625,"threshold_uncertainty_score":0.9911514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391805658","doi":"10.1080/26939169.2024.2319152","title":"Age Guessing: A Game to Introduce Fundamental Statistical Concepts","year":2024,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mathematical economics; Psychology; Mathematics","authors":[{"name":"Amir Rastpour","is_ca":true},{"name":"Abraham Amini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06707136600625423,"gpt":0.4286979129594767,"spread":0.3616265469532225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270577,0.001729225,0.0004178687,0.0006113593,0.0004165372,0.001146297,0.00165601,0.001449594,0.01717357],"category_scores_gemma":[0.005849176,0.0004565474,0.0005282898,0.0002005394,0.0006312751,0.002403521,0.001800727,0.001732001,0.004333748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403384,"about_ca_system_score_gemma":0.0005908042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009710042,"about_ca_topic_score_gemma":0.001521845,"domain_scores_codex":[0.9993543,0.0002766641,0.00004189178,0.0001002787,0.0001294408,0.00009729873],"domain_scores_gemma":[0.9966441,0.002189969,0.0001725036,0.0002000777,0.0002930571,0.0005001798],"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":[0.003846507,0.008744714,0.02274369,0.002059483,0.0002142037,0.002508299,0.01468191,0.05786251,0.08608019,0.1599623,0.1622978,0.4789986],"study_design_scores_gemma":[0.001331643,0.004944672,0.01042883,0.0005687839,0.0001340994,0.002724402,0.002012383,0.309824,0.03970786,0.07240196,0.5555496,0.0003717879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1674093,0.0004060475,0.7361317,0.00265781,0.0006976649,0.003037968,0.001553856,0.01256491,0.07554074],"genre_scores_gemma":[0.3332182,0.0003892211,0.623925,0.0017617,0.0001352521,0.001917798,0.001274242,0.0007762075,0.0366024],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01717357,"threshold_uncertainty_score":0.05745125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390607365","doi":"10.1080/26939169.2024.2302179","title":"Investigating Sensitive Issues in Class Through Randomized Response Polling","year":2024,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Survey Sampling and Estimation Techniques","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Polling; Randomized response; Randomized controlled trial; Class (philosophy); Psychology; Computer science; Medicine; Artificial intelligence; Mathematics; Statistics; Computer network; Internal medicine","authors":[{"name":"Christian Genest","is_ca":true},{"name":"James A. Hanley","is_ca":true},{"name":"Sahir Bhatnagar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1462433251152354,"gpt":0.4713352106102199,"spread":0.3250918854949846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1389674,0.001280115,0.001977109,0.002488661,0.002952115,0.002494614,0.003450561,0.003203435,0.01191904],"category_scores_gemma":[0.2903016,0.001159818,0.001179102,0.002409996,0.00406438,0.003199801,0.003867135,0.003571923,0.002424493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638494,"about_ca_system_score_gemma":0.002523839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008510513,"about_ca_topic_score_gemma":0.0008461036,"domain_scores_codex":[0.7550979,0.218673,0.00485327,0.007800931,0.01170239,0.001872623],"domain_scores_gemma":[0.5547482,0.3972794,0.009241585,0.0306514,0.007237813,0.0008416798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003824927,0.005127999,0.01104001,0.002385545,0.0004234987,0.0003872004,0.02612205,0.008589236,0.009413932,0.1012111,0.01152762,0.8199468],"study_design_scores_gemma":[0.008801187,0.02895782,0.0299953,0.003720487,0.0008784965,0.001575666,0.01345905,0.1294827,0.0649395,0.4874357,0.2298966,0.0008574532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05490039,0.0003886315,0.9137138,0.00113156,0.0005168213,0.01777194,0.0002539166,0.0009770866,0.01034596],"genre_scores_gemma":[0.2856911,0.000427061,0.6551861,0.002019821,0.0004647347,0.05084387,0.0002481014,0.0002570845,0.004862203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1389674,"threshold_uncertainty_score":0.7349389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392017479","doi":"10.1080/26939169.2024.2315936","title":"Building Capacity for COVID-19 Surveillance: A Statistics Course for Health Officials in Seven Low- and Middle-Income Countries","year":2024,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Harvard University","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Course (navigation); 2019-20 coronavirus outbreak; Low and middle income countries; Statistics; Economic growth; Medicine; Developing country; Virology; Economics; Engineering; Mathematics; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Isabel Fulcher","is_ca":false},{"name":"Donald Fejfar","is_ca":false},{"name":"Nichole Kulikowski","is_ca":false},{"name":"Jean-Claude Mugunga","is_ca":false},{"name":"Michael R. Law","is_ca":true},{"name":"Bethany Hedt‐Gauthier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2743402964060279,"gpt":0.522891426315834,"spread":0.248551129909806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01809346,0.001006179,0.0006448919,0.0008109381,0.008627359,0.004713899,0.002758746,0.003145314,0.03053293],"category_scores_gemma":[0.02488222,0.0007613298,0.0007131569,0.0007002004,0.00335644,0.004766854,0.01276143,0.006155906,0.007287163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006811731,"about_ca_system_score_gemma":0.02437569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616011,"about_ca_topic_score_gemma":0.01667652,"domain_scores_codex":[0.9948326,0.0026456,0.0001537769,0.0003097524,0.0003922739,0.001665924],"domain_scores_gemma":[0.9647928,0.00830889,0.001191862,0.0008562409,0.003378466,0.02147177],"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":[0.0005124093,0.00847656,0.01905061,0.001080586,0.000035217,0.001856323,0.1066333,0.001986456,0.006775831,0.01576325,0.5967499,0.2410796],"study_design_scores_gemma":[0.0003722098,0.002799533,0.03986877,0.001703065,0.00002872819,0.0005208715,0.1771712,0.003177526,0.004000534,0.02846322,0.7416859,0.0002085884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5139019,0.001266564,0.0247224,0.3767656,0.007072748,0.00540105,0.001794357,0.001756835,0.06731848],"genre_scores_gemma":[0.7284414,0.002466755,0.1189785,0.04474205,0.002154929,0.0080349,0.002121572,0.0005846833,0.09247535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03053293,"threshold_uncertainty_score":0.1021428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412108213","doi":"10.1080/26939169.2025.2527332","title":"“It Took a Village” - Stories from Students in the Social Sciences About Learning Quantitative Methods","year":2025,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematics education; Sociology; Social science; Pedagogy; Psychology; Geography","authors":[{"name":"Jully Paola Merchán Tamayo","is_ca":false},{"name":"Simon G. Beaudry","is_ca":true},{"name":"Dominique Gagnon","is_ca":true},{"name":"Nada Nasser","is_ca":true},{"name":"Meredith Rocchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3891498181216632,"gpt":0.6317985061937729,"spread":0.2426486880721097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01416475,0.00116596,0.0007058756,0.0008265824,0.007955147,0.004391044,0.001497458,0.003038244,0.002635407],"category_scores_gemma":[0.04985628,0.0008273137,0.0006949141,0.0007924935,0.01082891,0.005261311,0.005912428,0.008793694,0.0006251602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813439,"about_ca_system_score_gemma":0.001935496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002420834,"about_ca_topic_score_gemma":0.004226666,"domain_scores_codex":[0.9803934,0.01596023,0.0004448906,0.000707372,0.00157723,0.0009169928],"domain_scores_gemma":[0.952149,0.0350099,0.003677529,0.001027914,0.003160216,0.004975393],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006234435,0.00004645024,0.002381075,0.0001537419,0.00001113372,0.00129521,0.9838414,0.00006297851,0.00128877,0.002274807,0.00379097,0.004791211],"study_design_scores_gemma":[0.000007200917,0.0002027025,0.002805811,0.000243111,0.00001206238,0.001542342,0.9282532,0.0001854076,0.001365408,0.001274253,0.06405735,0.00005114351],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224315,0.001255993,0.01508459,0.04064704,0.0008342565,0.0003261343,0.0003090903,0.0001411734,0.01897014],"genre_scores_gemma":[0.9790685,0.001193982,0.003978403,0.006233102,0.0002484221,0.0002364417,0.0001054598,0.0001104036,0.008825303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858353,"threshold_uncertainty_score":0.0749113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410438826","doi":"10.1080/26939169.2025.2505431","title":"Seeing Our World Through Data: Sixth Graders Integrating Data Investigations in Collaborative Knowledge Building","year":2025,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Knowledge building; Mathematics education; Computer science; Data science; World Wide Web; Psychology; Knowledge management","authors":[{"name":"Bodong Chen","is_ca":false},{"name":"Leanne Ma","is_ca":true},{"name":"Vivian Yu Leung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3652737739689239,"gpt":0.550189255635507,"spread":0.1849154816665832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01513719,0.001157567,0.001330345,0.003218832,0.007053729,0.02403733,0.003485517,0.003965634,0.00575801],"category_scores_gemma":[0.02274484,0.001670448,0.001277671,0.001178902,0.008805068,0.007163344,0.01463127,0.007238939,0.003358429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146105,"about_ca_system_score_gemma":0.006082879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01340095,"about_ca_topic_score_gemma":0.01786413,"domain_scores_codex":[0.990124,0.003323389,0.0006244266,0.001633623,0.001956768,0.002337895],"domain_scores_gemma":[0.9806599,0.00470265,0.002130958,0.002402257,0.003522146,0.006582058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001529303,0.003113343,0.07616277,0.0003158955,0.00004862718,0.003618145,0.8530286,0.0002813683,0.005568681,0.005821045,0.00450692,0.04738161],"study_design_scores_gemma":[0.00007497754,0.001489163,0.04183207,0.0005691864,0.0001009645,0.003124322,0.8560288,0.001652537,0.005362145,0.007169207,0.08230218,0.00029445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893733,0.0002533798,0.002299498,0.001458283,0.000080823,0.0001615715,0.0001305255,0.0001313249,0.00611139],"genre_scores_gemma":[0.9837286,0.0004647746,0.006109871,0.0005200509,0.00001578138,0.0001285645,0.0002119108,0.00007845151,0.00874193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02403733,"threshold_uncertainty_score":0.08005404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412624845","doi":"10.1080/26939169.2025.2539237","title":"Active Learning in Post-Secondary Statistics and Data Sciences Teaching: Lesson-Level Moments and Course-Level Alternative Models","year":2025,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Occupational Cancer Research Centre; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Course (navigation); Statistics; Mathematics education; Computer science; Psychology; Mathematics; Engineering","authors":[{"name":"Brandon Dickson","is_ca":true},{"name":"Douglas G. Woolford","is_ca":true},{"name":"Boba Samuels","is_ca":true},{"name":"Donna Kotsopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4090675605461141,"gpt":0.5253319902210838,"spread":0.1162644296749697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02037652,0.0006058799,0.001060858,0.001953535,0.0009218868,0.006087941,0.00447754,0.001588227,0.005444925],"category_scores_gemma":[0.0321666,0.0003788027,0.002416036,0.001954933,0.001650034,0.004802969,0.002208129,0.003114461,0.0006336881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004437321,"about_ca_system_score_gemma":0.003700881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005568488,"about_ca_topic_score_gemma":0.007186568,"domain_scores_codex":[0.989365,0.008191312,0.0003724449,0.0007742353,0.0008916052,0.0004053885],"domain_scores_gemma":[0.943056,0.04982394,0.002783824,0.001320566,0.002137244,0.0008784653],"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":[0.00110312,0.00209544,0.06721798,0.004069258,0.0009489186,0.0002997814,0.008274153,0.04785429,0.0008927435,0.4901159,0.005371701,0.3717566],"study_design_scores_gemma":[0.0002967964,0.001474116,0.03695322,0.002668642,0.0006434119,0.0001913377,0.006960999,0.4647667,0.002271826,0.4621172,0.02145479,0.00020108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4095868,0.01061499,0.540415,0.01362346,0.000566305,0.0009566221,0.0005737611,0.0003879043,0.02327511],"genre_scores_gemma":[0.9334092,0.002456902,0.05943776,0.0004666157,0.000140171,0.0008482842,0.0003095898,0.00005050195,0.00288101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02037652,"threshold_uncertainty_score":0.1077626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406792655","doi":"10.1080/26939169.2025.2458001","title":"Teaching/Learning Multiple Regression Using Historical and Modern Family Data","year":2025,"lang":"en","type":"article","venue":"Journal of Statistics and Data Science Education","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Regression; Regression analysis; Computer science; Artificial intelligence; Machine learning; Statistics; Mathematics","authors":[{"name":"James A. Hanley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3950572434476959,"gpt":0.5216024024423779,"spread":0.126545158994682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01378956,0.001085519,0.0006311842,0.001819737,0.0007123754,0.002635515,0.002408002,0.0009646749,0.01883386],"category_scores_gemma":[0.06586287,0.0007745178,0.001383495,0.001752023,0.001452779,0.006039161,0.002759581,0.004555307,0.00795369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013177,"about_ca_system_score_gemma":0.001191697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146872,"about_ca_topic_score_gemma":0.00197447,"domain_scores_codex":[0.9957584,0.002647833,0.0002344509,0.0006770968,0.0005963045,0.00008607466],"domain_scores_gemma":[0.9577707,0.03416058,0.001222354,0.004596069,0.001647511,0.0006027133],"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":[0.00009368833,0.0003715091,0.008527854,0.000768641,0.0001154454,0.0004943355,0.002893182,0.01656557,0.002151267,0.206536,0.09889486,0.6625877],"study_design_scores_gemma":[0.00007493739,0.0001614648,0.004009812,0.0008397438,0.00003806864,0.0008340362,0.00203107,0.09973142,0.006077996,0.5939026,0.2921702,0.0001285692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00498237,0.0006228468,0.9780277,0.006308574,0.0003243983,0.00006609466,0.0004744912,0.002438574,0.006754986],"genre_scores_gemma":[0.04052788,0.001654671,0.9484924,0.001415912,0.0008036866,0.0002539653,0.0006701529,0.001131946,0.005049335],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01883386,"threshold_uncertainty_score":0.07292706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}