{"meta":{"query_hash":"8a8f337ab5e2","filters":{"venue":"Binghamton University Undergraduate Journal"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/8a8f337ab5e2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Binghamton+University+Undergraduate+Journal"},"results":[{"id":"W4391427541","doi":"10.22191/buuj/7/1/3","title":"Addressing the Role of Climate Change in Agriculture and Mexico-US Immigration","year":2021,"lang":"en","type":"article","venue":"Binghamton University Undergraduate Journal","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"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":"Climate change; Agriculture; Immigration; Equity (law); Development economics; Natural resource economics; Psychological resilience; Food security; Dilemma; Geography; Political science; Economic growth; Economics; Ecology","score_opus":0.09420836739709813,"score_gpt":0.29301261751762026,"score_spread":0.1988042501205221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391427541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66968393,0.040515024,0.0024607596,0.15679947,0.0009281148,0.00015996693,0.00024275608,0.000027681235,0.12918234],"genre_scores_gemma":[0.9642932,0.02430737,0.0018888072,0.0039214613,0.00037612754,0.00006816453,0.00006029847,0.0000043413693,0.005080188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993536,0.00030722746,0.000021260505,0.000033112126,0.00006316803,0.00022176658],"domain_scores_gemma":[0.9989912,0.00050747464,0.00024021683,0.000020142343,0.00011981697,0.00012123303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020299784,0.00019463358,0.00017315093,0.000555737,0.0029363502,0.0030105137,0.00040583717,0.0010186514,0.0026346582],"category_scores_gemma":[0.0025170841,0.000086098386,0.00024088986,0.00089863397,0.0013073824,0.001177984,0.002094489,0.0009994017,0.00005103928],"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":[0.00043734803,0.0005776073,0.3139102,0.001633053,0.00016588783,0.002460585,0.025620807,0.007439811,0.0036627278,0.3052612,0.028710144,0.31012064],"study_design_scores_gemma":[0.00004175021,0.00065607333,0.44763604,0.001633475,0.00017684736,0.0005379108,0.07235543,0.003834938,0.0018050467,0.03311195,0.4381095,0.00010109262],"about_ca_topic_score_codex":0.06797401,"about_ca_topic_score_gemma":0.17086981,"teacher_disagreement_score":0.06797401,"about_ca_system_score_codex":0.0057124277,"about_ca_system_score_gemma":0.005828088,"threshold_uncertainty_score":0.13515669},"labels":[],"label_agreement":null},{"id":"W4391428220","doi":"10.22191/buuj/1/1/3","title":"Residue","year":2015,"lang":"en","type":"article","venue":"Binghamton University Undergraduate Journal","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"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":"Flash (photography); History; Art; Literature; Aesthetics; Computer science; Visual arts","score_opus":0.038221473959964704,"score_gpt":0.20188639120871427,"score_spread":0.16366491724874957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391428220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0121675385,0.0010792452,0.0033793189,0.004170342,0.004555129,0.00008085813,0.0009785693,0.0007459063,0.9728431],"genre_scores_gemma":[0.10786459,0.0010023615,0.0034692197,0.002168378,0.0010349441,0.000061661194,0.0012598482,0.0009462176,0.8821928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997923,0.000031568048,0.0000060780885,0.000042605305,0.00009417883,0.000033364773],"domain_scores_gemma":[0.99968684,0.00008808584,0.00001577203,0.000059837876,0.000096428164,0.00005306512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019335176,0.00028651132,0.00014507609,0.0006031078,0.0017311489,0.002032061,0.00035968915,0.000737825,0.15096372],"category_scores_gemma":[0.0015724696,0.000095880714,0.00016261869,0.0003482613,0.00089701917,0.0014921181,0.0011531827,0.0008869121,0.035330106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014684818,0.000031282423,0.00048396765,0.0002437636,0.000005550587,0.00063445827,0.0072988933,0.0001036696,0.004079233,0.07615968,0.7675047,0.14330791],"study_design_scores_gemma":[0.0000014040152,0.0000082915585,0.00027177835,0.000037653943,8.365851e-7,0.00016863037,0.0005966516,0.000025811543,0.0003315844,0.001131202,0.99742365,0.000002438946],"about_ca_topic_score_codex":0.0018047446,"about_ca_topic_score_gemma":0.0051368712,"teacher_disagreement_score":0.15096372,"about_ca_system_score_codex":0.0007440793,"about_ca_system_score_gemma":0.0004135045,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4391457854","doi":"10.22191/buuj/8/1/11","title":"Empty Apologies: Canada’s Missing and Murdered Indigenous Women and Girls Crisis","year":2022,"lang":"en","type":"article","venue":"Binghamton University Undergraduate Journal","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":0,"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":"Indigenous; Government (linguistics); Excuse; Political science; Politics; Pace; Action (physics); Human rights; Economic growth; Public administration; Criminology; Sociology; Law; Geography; Economics","score_opus":0.0267364223242346,"score_gpt":0.2547958959570217,"score_spread":0.22805947363278709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391457854","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39434502,0.0071982495,0.00039697115,0.41952598,0.00234434,0.0001266425,0.0005803529,0.000085496154,0.17539707],"genre_scores_gemma":[0.85767627,0.004285188,0.00049126055,0.059898775,0.00026367893,0.00003970469,0.00015146138,0.00007645036,0.077117294],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961488,0.0003951027,0.000049737915,0.00021843378,0.0013299473,0.0018578703],"domain_scores_gemma":[0.9941076,0.0008072996,0.00026091395,0.0001121949,0.0013673443,0.0033446325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645709,0.00031679642,0.00038308706,0.001004792,0.051278032,0.0076168906,0.0024884238,0.0041441866,0.009299898],"category_scores_gemma":[0.005696333,0.00035268598,0.0003715935,0.0015572247,0.0123398015,0.0021591154,0.0050894716,0.008599093,0.0003803493],"study_design_candidate":"not_applicable","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":[0.00008346793,0.000120900506,0.0291435,0.00028263498,0.0000434248,0.005590079,0.42003438,0.00021479712,0.00094822666,0.11570779,0.35859907,0.0692318],"study_design_scores_gemma":[0.000013631838,0.000029070992,0.024102068,0.0002607038,0.000019805191,0.0004677528,0.43406153,0.00012448577,0.00031515167,0.0028534303,0.5376766,0.00007574012],"about_ca_topic_score_codex":0.989698,"about_ca_topic_score_gemma":0.99681026,"teacher_disagreement_score":0.10270615,"about_ca_system_score_codex":0.10270615,"about_ca_system_score_gemma":0.2472266,"threshold_uncertainty_score":0.7451887},"labels":[],"label_agreement":null}]}