{"meta":{"query_hash":"869ebbe076a8","filters":{"venue":"Exchanges The Interdisciplinary Research Journal"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/869ebbe076a8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Exchanges+The+Interdisciplinary+Research+Journal"},"results":[{"id":"W1499919598","doi":"10.31273/eirj.v2i1.107","title":"Literature and Conflict: One Day Postgraduate Conference at the University of Birmingham","year":2014,"lang":"en","type":"article","venue":"Exchanges The Interdisciplinary Research Journal","topic":"Theatre and Performance Studies","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":"University of Birmingham","keywords":"Drama; Representation (politics); Media studies; Sociology; Library science; Political science; Visual arts; Art; Law","score_opus":0.11130603247680806,"score_gpt":0.3255429677550763,"score_spread":0.21423693527826823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499919598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8389457,0.008404984,0.000029642579,0.06290929,0.00050301984,0.00027006058,0.000075904594,0.00001885976,0.088842586],"genre_scores_gemma":[0.96524495,0.0028334733,0.000005816592,0.000048491245,0.0008516921,0.0000013429288,0.0000032645182,0.0000085583,0.031002421],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986183,0.00045784385,0.00013327347,0.00013050527,0.00035845648,0.0003015962],"domain_scores_gemma":[0.9987842,0.0004207339,0.00008880035,0.00023113484,0.0004049071,0.00007026304],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021520266,0.000107671665,0.0001667373,0.00011109304,0.0034025973,0.00023073274,0.00046459906,0.000030199259,0.0010876479],"category_scores_gemma":[0.000029390207,0.000054840664,0.00006924005,0.000066379274,0.0018196673,0.0001954476,0.0013843176,0.00066726736,0.000042127453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045951162,0.000061447005,0.00031863022,0.000096761396,0.0001940272,0.000023778226,0.86642754,0.0000015875064,0.00069238606,0.01611039,0.08067744,0.03493651],"study_design_scores_gemma":[0.00059825444,0.0012325929,0.0035085236,0.0008171041,0.000047560552,0.0002049476,0.09424909,0.00027109584,0.00035301887,0.015562408,0.8829577,0.0001977274],"about_ca_topic_score_codex":0.00003621697,"about_ca_topic_score_gemma":0.0019412693,"teacher_disagreement_score":0.80228025,"about_ca_system_score_codex":0.000031311676,"about_ca_system_score_gemma":0.000022950477,"threshold_uncertainty_score":0.9998255},"labels":[],"label_agreement":null},{"id":"W3039018420","doi":"10.31273/eirj.v7i3.594","title":"DAO, Blockchain and Cryptography","year":2020,"lang":"en","type":"article","venue":"Exchanges The Interdisciplinary Research Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University College Dublin; European Commission; University College London; University of Warwick; University of Victoria; University of Washington","keywords":"Cryptocurrency; Blockchain; Sociality; Conversation; Computer security; Cryptography; Voting; Corporate governance; Representation (politics); Computer science; Internet privacy; Business; Sociology; Political science; Law; Politics","score_opus":0.06659103436006318,"score_gpt":0.35845331666797037,"score_spread":0.2918622823079072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039018420","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19306521,0.006285478,0.164004,0.63318485,0.00021193104,0.0004790438,0.000005166538,0.00023718514,0.0025271678],"genre_scores_gemma":[0.99358857,0.00033956475,0.0049031996,0.00059760566,0.0004502769,0.0000514049,3.6874607e-7,0.00001159574,0.000057432804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99802387,0.00037770162,0.0002282603,0.00036311112,0.000507775,0.0004993001],"domain_scores_gemma":[0.99862504,0.00027738122,0.00007643796,0.00052040024,0.00020479898,0.0002959146],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021831146,0.00013259286,0.00015530118,0.00027103283,0.0016401296,0.00036064393,0.0023001048,0.00009540135,0.000042135933],"category_scores_gemma":[0.00008471609,0.0000858697,0.0000821759,0.0010928812,0.0005835178,0.00013935452,0.0045863767,0.0016023616,0.000038355756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014127766,0.000299717,0.0010265224,0.000074393756,0.00023693836,0.00056575856,0.054603092,0.000026379059,0.004382473,0.42393845,0.16583082,0.34887418],"study_design_scores_gemma":[0.0010060188,0.0020833353,0.0027271311,0.00011710385,0.000015915413,0.003385069,0.010214455,0.084231526,0.0021825056,0.818845,0.07463788,0.0005540634],"about_ca_topic_score_codex":0.0000021121543,"about_ca_topic_score_gemma":0.000007941823,"teacher_disagreement_score":0.80052334,"about_ca_system_score_codex":0.000025675894,"about_ca_system_score_gemma":0.000047361977,"threshold_uncertainty_score":0.9996596},"labels":[],"label_agreement":null},{"id":"W3082497783","doi":"10.31273/eirj.v7i3.644","title":"Playful Presenting","year":2020,"lang":"en","type":"article","venue":"Exchanges The Interdisciplinary Research Journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Arts and Humanities Research Council; Trent University; Nottingham Trent University","keywords":"Context (archaeology); Theme (computing); Sociology; Convergence (economics); Engineering ethics; Work (physics); Selection (genetic algorithm); Media studies; Public relations; Political science; History; Computer science; Engineering; World Wide Web","score_opus":0.19328204834592422,"score_gpt":0.4656850808307079,"score_spread":0.2724030324847837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082497783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054721408,0.001039605,0.00006934706,0.23493862,0.00064161536,0.00027366867,0.000004472572,0.000046785073,0.70826447],"genre_scores_gemma":[0.912828,0.0005530177,0.000065055676,0.00048176956,0.00788646,0.000019603924,0.0000013901275,0.000023429004,0.07814122],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967385,0.00075404777,0.00020804504,0.00018730832,0.0013361597,0.0007759625],"domain_scores_gemma":[0.99838763,0.00050944655,0.00007456246,0.0001499635,0.0002807504,0.0005976159],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038824058,0.00009244768,0.00013082157,0.00009744089,0.0014744429,0.00075018645,0.0011538685,0.000058047015,0.0008957202],"category_scores_gemma":[0.0010380412,0.000058795315,0.00012701988,0.00051264087,0.00073763,0.00044983215,0.0014605714,0.0011211288,0.00030487916],"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":[0.00011843602,0.00008045046,0.0009251134,0.000026085694,0.00007232319,0.0004421692,0.3392945,0.000008444884,0.00026602906,0.0030026003,0.35921073,0.29655313],"study_design_scores_gemma":[0.00015168221,0.00020061471,0.0005533348,0.000056457688,0.0000045631273,0.000044341596,0.08879983,0.00009523037,0.000058287595,0.0034422248,0.906503,0.00009043019],"about_ca_topic_score_codex":0.00000866825,"about_ca_topic_score_gemma":0.00013377164,"teacher_disagreement_score":0.8581067,"about_ca_system_score_codex":0.00009408994,"about_ca_system_score_gemma":0.00021622892,"threshold_uncertainty_score":0.9998255},"labels":[],"label_agreement":null},{"id":"W3210690270","doi":"10.31273/eirj.v9i1.882","title":"Challenges that Early Career Researchers Face in Academic Research and Publishing","year":2021,"lang":"en","type":"article","venue":"Exchanges The Interdisciplinary Research Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Auckland University of Technology, New Zealand; Queen's University Belfast; Université Laval; George Washington University","keywords":"Publishing; Reputation; Public relations; Creativity; Status quo; Face (sociological concept); Psychology; Political science; Sociology; Social psychology; Social science; Law","score_opus":0.7451407406839836,"score_gpt":0.5855368772653025,"score_spread":0.15960386341868116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210690270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5717622,0.057929546,0.000050103477,0.33371496,0.00057014346,0.00038520186,0.000014147292,0.00002301658,0.035550665],"genre_scores_gemma":[0.96617323,0.0144597525,0.00006755578,0.00013884233,0.0015139615,0.00007275125,0.0000033341084,0.00004911211,0.017521475],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.96776086,0.013289081,0.0011678714,0.0015022439,0.013561527,0.0027184305],"domain_scores_gemma":[0.9740543,0.018714154,0.00027854997,0.0015156431,0.0043722633,0.001065096],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","open_science"],"category_scores_codex":[0.18812548,0.00029857183,0.0005638763,0.0030442053,0.0029737477,0.016360411,0.010394753,0.000658105,0.00044395507],"category_scores_gemma":[0.04490901,0.00018378963,0.00015201383,0.005074758,0.001949658,0.009771651,0.021743994,0.021681903,0.00017193863],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006417336,0.00016827781,0.03792261,0.000046500558,0.00009495166,0.0021825414,0.11202945,0.000027959628,0.00058468163,0.0033734408,0.43020195,0.41272593],"study_design_scores_gemma":[0.0009011412,0.0004397074,0.12596063,0.00079311867,0.000004254795,0.0016477932,0.41179907,0.00040153554,0.0006244244,0.3993534,0.05772687,0.0003480313],"about_ca_topic_score_codex":0.00014030309,"about_ca_topic_score_gemma":0.0012003405,"teacher_disagreement_score":0.4123779,"about_ca_system_score_codex":0.0006472023,"about_ca_system_score_gemma":0.0009576464,"threshold_uncertainty_score":0.9983242},"labels":[],"label_agreement":null},{"id":"W4361267548","doi":"10.31273/eirj.v10i2.976","title":"Whales Lost and Found","year":2023,"lang":"en","type":"article","venue":"Exchanges The Interdisciplinary Research Journal","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission; Fundação para a Ciência e a Tecnologia; Federation for the Humanities and Social Sciences","keywords":"Whaling; Geography; Baleen; Whale; Fishery; Archaeology; Biology","score_opus":0.08380610004589426,"score_gpt":0.392160755012504,"score_spread":0.30835465496660974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361267548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7097938,0.00028612878,0.00010796521,0.073011585,0.00048550137,0.0005283283,0.00000541079,0.000054029322,0.21572722],"genre_scores_gemma":[0.9453204,0.0006244825,0.000040892715,0.00007881814,0.00041188646,0.000029795736,0.0000020248317,0.000016046424,0.0534756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827296,0.0002137536,0.00013768536,0.00019689178,0.0006869262,0.0004917736],"domain_scores_gemma":[0.9993883,0.00018719494,0.000033560365,0.00021982173,0.000017600596,0.00015352869],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028000986,0.00009439334,0.00008415749,0.00013764483,0.0010261239,0.00024207054,0.00048513405,0.000022867136,0.00267698],"category_scores_gemma":[0.000046154313,0.00005572764,0.000046752037,0.0005007725,0.0005186275,0.00021913998,0.023376077,0.0004755215,0.0024375892],"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":[0.00012062053,0.000056547255,0.0033102229,0.000025239173,0.00003698811,0.00046728694,0.0051133996,0.00007072866,0.00090017676,0.00033813424,0.59994304,0.3896176],"study_design_scores_gemma":[0.0007871104,0.0013380981,0.19448398,0.00019072171,0.000021802425,0.0013886212,0.029063832,0.0033636256,0.0001495149,0.34527832,0.42349982,0.00043454499],"about_ca_topic_score_codex":0.000034147037,"about_ca_topic_score_gemma":0.00053718314,"teacher_disagreement_score":0.38918304,"about_ca_system_score_codex":0.00010175677,"about_ca_system_score_gemma":0.0000070016476,"threshold_uncertainty_score":0.9983391},"labels":[],"label_agreement":null},{"id":"W4361267569","doi":"10.31273/eirj.v10i2.969","title":"Teaching to Care for Land as Home","year":2023,"lang":"en","type":"article","venue":"Exchanges The Interdisciplinary Research Journal","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Environmentalism; Anthropocene; Ecofeminism; Environmental ethics; Environmental education; Sociology; Environmental justice; Feminism; Wildlife; Outdoor education; Foregrounding; Gender studies; Ecology; Political science; Politics; Law; Pedagogy; Art","score_opus":0.11221765502835028,"score_gpt":0.5319387779807988,"score_spread":0.4197211229524485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361267569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074927,0.00095931074,0.00024236183,0.06069899,0.005910779,0.00075982744,0.000027523607,0.00007429126,0.023834193],"genre_scores_gemma":[0.9615732,0.000019841604,0.00006813853,0.00014172118,0.004459868,0.00039337232,0.000022814476,0.000040346054,0.0332807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99787015,0.0004984268,0.00019946956,0.00025682148,0.00044739514,0.0007277579],"domain_scores_gemma":[0.9986576,0.00044039518,0.000043404892,0.00035213854,0.00025859525,0.0002479045],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028415425,0.00011353066,0.00013903169,0.0005351698,0.0021514208,0.00022393525,0.0006630492,0.000070426504,0.0010587098],"category_scores_gemma":[0.00017222496,0.00007546227,0.00012279647,0.00041161047,0.00008846954,0.00010940755,0.0007620334,0.0008458329,0.0020365913],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065220345,0.000064651336,0.00040848332,0.000031931413,0.00006510605,0.00006292824,0.49978897,0.000008530099,0.00057421427,0.0007918296,0.42636392,0.071187235],"study_design_scores_gemma":[0.000685242,0.001998357,0.007883229,0.00015257054,0.000014197775,0.0004464222,0.6267549,0.000041039602,0.00016793865,0.016811183,0.3448226,0.00022237284],"about_ca_topic_score_codex":0.000099679695,"about_ca_topic_score_gemma":0.0001291224,"teacher_disagreement_score":0.12696588,"about_ca_system_score_codex":0.00014205718,"about_ca_system_score_gemma":0.000069396054,"threshold_uncertainty_score":0.99985445},"labels":[],"label_agreement":null}]}