{"meta":{"query_hash":"2fd89a4fbccc","filters":{"venue":"Journal of Irish and Scottish Studies"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/2fd89a4fbccc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Irish+and+Scottish+Studies"},"results":[{"id":"W1519293827","doi":"10.57132/jiss.189","title":"‘1867 and all that’: ‘Federalism’ and Union in Britain and Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Federalism; Political science; European union; Economic history; History; Law; International trade; Economics; Politics","score_opus":0.037335339615581546,"score_gpt":0.2663558274669388,"score_spread":0.22902048785135726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519293827","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":[0.71128327,0.011661862,0.00034129544,0.067247204,0.0005830794,0.000039737595,0.0006371102,0.000027750073,0.20817864],"genre_scores_gemma":[0.9726936,0.0014937251,0.000107569635,0.0035868757,0.00005979768,0.000013953155,0.00010989554,0.000027837852,0.021906694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99093854,0.0008945512,0.00018509776,0.0004779239,0.0014028676,0.006100903],"domain_scores_gemma":[0.9929148,0.0015602345,0.0006410032,0.00021169556,0.00212979,0.0025425244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046458594,0.00028398272,0.0009945072,0.0037179163,0.039490767,0.013290818,0.0030525315,0.006036525,0.0137327975],"category_scores_gemma":[0.011626609,0.0005477168,0.00056934706,0.011668244,0.022891484,0.003968704,0.0062956093,0.00756279,0.00048225612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026127094,0.000120922545,0.035406876,0.00017675609,0.00006169126,0.00063385355,0.30784583,0.0005107905,0.00032643144,0.57424444,0.047322623,0.033088557],"study_design_scores_gemma":[0.00006285156,0.000050556813,0.21349229,0.00064974796,0.000058935173,0.00016621599,0.29770145,0.00032230414,0.00026648038,0.016165229,0.4708331,0.00023089384],"about_ca_topic_score_codex":0.9972475,"about_ca_topic_score_gemma":0.99858284,"teacher_disagreement_score":0.19551818,"about_ca_system_score_codex":0.19551818,"about_ca_system_score_gemma":0.23049426,"threshold_uncertainty_score":0.9330849},"labels":[],"label_agreement":null},{"id":"W2904775838","doi":"10.57132/jiss.42","title":"Minds on the Edge: Immigration and Insanity among Scots and Irish in Canada, 1867–1914","year":2014,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scots; Insanity; Irish; Immigration; History; Genealogy; Political science; Psychology; Criminology; Psychiatry; Art; Literature; Linguistics; Archaeology; Philosophy","score_opus":0.03158627304369487,"score_gpt":0.2349929163006912,"score_spread":0.2034066432569963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904775838","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":[0.99096996,0.0005024769,0.000016242651,0.0008455952,0.000025968706,0.0000092566725,0.00033327358,0.000001757723,0.007295457],"genre_scores_gemma":[0.9916609,0.00044415693,0.000026701744,0.0002227824,0.0000119020215,0.000006307753,0.00024993622,0.0000040249447,0.0073733437],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991854,0.000042367068,0.000014125232,0.000049455895,0.000103297534,0.0006053563],"domain_scores_gemma":[0.99885166,0.00006549754,0.00016303772,0.000022315227,0.00050432206,0.00039326036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051162083,0.00019584324,0.00029051572,0.0013890947,0.010279633,0.0020015065,0.0012499344,0.0008884138,0.003851816],"category_scores_gemma":[0.0015152365,0.00025422208,0.00021715359,0.002874479,0.004256343,0.00089800823,0.0027721517,0.00213107,0.00031278515],"study_design_candidate":"qualitative","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":[0.00022347414,0.000095722695,0.55007946,0.00009359753,0.000043576736,0.0014137437,0.41033992,0.00016922288,0.0006250583,0.0039561605,0.010651386,0.022308698],"study_design_scores_gemma":[0.0000039007555,0.000023542387,0.674949,0.00008937901,0.000011087575,0.00020962938,0.30291128,0.00005534311,0.00010122051,0.0001538589,0.021465275,0.000026588832],"about_ca_topic_score_codex":0.99451965,"about_ca_topic_score_gemma":0.9988416,"teacher_disagreement_score":0.027276978,"about_ca_system_score_codex":0.027276978,"about_ca_system_score_gemma":0.028313018,"threshold_uncertainty_score":0.19790924},"labels":[],"label_agreement":null},{"id":"W2979780939","doi":"10.57132/jiss.114","title":"Scotland’s Feminine Nationalism: some distant views of Jane Porter","year":2010,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Nationalism; Gender studies; Sociology; Political science; Law; Politics","score_opus":0.039457183354507465,"score_gpt":0.3531695265664693,"score_spread":0.31371234321196184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979780939","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023537392,0.0038620098,0.000047725556,0.98164004,0.0045750104,0.0000024366452,0.00001038308,0.000005855418,0.007502723],"genre_scores_gemma":[0.07511937,0.0041365447,0.0001164988,0.8903869,0.0066922773,0.000022226384,0.000010427992,0.0000944684,0.023421375],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9850071,0.0069407043,0.0004447633,0.0011523109,0.0026938776,0.0037612002],"domain_scores_gemma":[0.97462976,0.013232115,0.0012699419,0.00047218116,0.0035183586,0.006877761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016943315,0.00087081373,0.0014485864,0.0013854066,0.040419962,0.018231655,0.003107479,0.024461275,0.009227932],"category_scores_gemma":[0.026944336,0.0007856195,0.0007954229,0.0019791836,0.026608253,0.0148370415,0.010394438,0.03728882,0.0014749505],"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":[0.00006235921,0.000032045387,0.00063576194,0.000097884156,0.000025012538,0.00069464796,0.049312256,0.000044833487,0.000091118425,0.06358574,0.8802367,0.005181636],"study_design_scores_gemma":[0.000026772146,0.00002858443,0.0011212142,0.0004443484,0.000021032101,0.0003666726,0.1168998,0.000048900452,0.00011557302,0.011146363,0.86969227,0.0000884207],"about_ca_topic_score_codex":0.14695512,"about_ca_topic_score_gemma":0.27517936,"teacher_disagreement_score":0.14695512,"about_ca_system_score_codex":0.015070802,"about_ca_system_score_gemma":0.01603354,"threshold_uncertainty_score":0.2921995},"labels":[],"label_agreement":null},{"id":"W2987939072","doi":"10.57132/jiss.176","title":"Scotland is Britain: The Union and Unionist-Nationalism, 1807–1907","year":2008,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Nationalism; Political science; Economic history; History; Law; Politics","score_opus":0.08082750514288076,"score_gpt":0.2775857966306144,"score_spread":0.19675829148773363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987939072","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":[0.5517111,0.023608059,0.0002417617,0.03161577,0.0014980598,0.000040855997,0.0004298172,0.000027754815,0.3908267],"genre_scores_gemma":[0.9196452,0.003484529,0.000080794656,0.0029277115,0.00031686158,0.000015325924,0.00012618412,0.000025615233,0.07337786],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819225,0.00032398503,0.00005549908,0.00014232079,0.00038294803,0.0009031069],"domain_scores_gemma":[0.9990513,0.00022452853,0.00014800699,0.00004128434,0.00028426517,0.00025064623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019517072,0.00032123312,0.00048295053,0.0016381533,0.009349975,0.004937484,0.0009994745,0.0018438499,0.009773431],"category_scores_gemma":[0.0029089844,0.00029786132,0.00018571915,0.004125455,0.0081599485,0.0030906056,0.0033551254,0.0032043804,0.00086382875],"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":[0.00043427804,0.0001896211,0.022555076,0.00035887427,0.00004813293,0.0017738909,0.50032586,0.00014065477,0.000611495,0.29062685,0.072555125,0.11038027],"study_design_scores_gemma":[0.000026031676,0.00006636285,0.07458241,0.00034157705,0.000017264005,0.00018783442,0.08110827,0.000029571376,0.00017142345,0.0032127253,0.84022796,0.000028513305],"about_ca_topic_score_codex":0.4165076,"about_ca_topic_score_gemma":0.7077057,"teacher_disagreement_score":0.4165076,"about_ca_system_score_codex":0.017180363,"about_ca_system_score_gemma":0.01059041,"threshold_uncertainty_score":0.8281665},"labels":[],"label_agreement":null},{"id":"W3133535734","doi":"10.57132/jiss.33","title":"Was Health and Safety a Strike Issue? Workers, Unions and the Body in Twentieth-Century Scotland","year":2015,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"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":"Political science; Occupational safety and health; History; Environmental health; Medicine; Law","score_opus":0.06395709579148376,"score_gpt":0.4067654839324505,"score_spread":0.3428083881409667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133535734","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":[0.58577865,0.016956912,0.00021126041,0.34409246,0.004933637,0.000033260803,0.00009219388,0.000026786458,0.0478748],"genre_scores_gemma":[0.924055,0.007882377,0.000092614304,0.03962312,0.0015665389,0.000017700666,0.00003099278,0.000021869579,0.026709812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996636,0.00059649546,0.00009128521,0.00017407996,0.0005967882,0.0019054352],"domain_scores_gemma":[0.99681216,0.0006802972,0.00033928454,0.000066253335,0.00035252838,0.0017494828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037681926,0.00030618618,0.0005464126,0.0011264355,0.025448395,0.010662878,0.0012633043,0.0057676714,0.006617693],"category_scores_gemma":[0.004754383,0.00060323457,0.0003287212,0.0011898958,0.021192452,0.004060596,0.0079403035,0.0074675386,0.00058419205],"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":[0.00019215784,0.00020200135,0.028406845,0.00030794245,0.000033353263,0.007260463,0.7837993,0.0001111768,0.0008507681,0.06286575,0.07425008,0.041720223],"study_design_scores_gemma":[0.000035706784,0.00021916718,0.030207677,0.0005578688,0.000013222162,0.00083188905,0.6850093,0.000037861668,0.00016574844,0.004186447,0.27867225,0.000062868006],"about_ca_topic_score_codex":0.35851023,"about_ca_topic_score_gemma":0.48934937,"teacher_disagreement_score":0.35851023,"about_ca_system_score_codex":0.020538932,"about_ca_system_score_gemma":0.018848388,"threshold_uncertainty_score":0.71284693},"labels":[],"label_agreement":null},{"id":"W4312366211","doi":"10.57132/jiss.92","title":"The Macs meet the ‘Micmacs’: Scottish Gaelic First Encounter Narratives from Nova Scotia","year":2011,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Nova scotia; Nova (rocket); Narrative; History; Genealogy; Art; Literature; Ethnology; Engineering; Aeronautics","score_opus":0.05080468303585382,"score_gpt":0.2688459616357802,"score_spread":0.21804127859992634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312366211","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":[0.94565576,0.0011430949,0.00009161011,0.009035177,0.00016725091,0.000033436532,0.00016609058,0.000013434932,0.043694098],"genre_scores_gemma":[0.9847134,0.00043422234,0.000066289314,0.0016227227,0.000023537814,0.000020323496,0.00006802525,0.000038167804,0.013013335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997898,0.00060848304,0.000057308385,0.00013642859,0.00023579804,0.001063994],"domain_scores_gemma":[0.99590236,0.001587702,0.00037690985,0.00014264742,0.0004860006,0.0015042587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019625898,0.0006302491,0.00073484425,0.0017510476,0.035902303,0.009785664,0.0019737387,0.0036457183,0.008394595],"category_scores_gemma":[0.0059392503,0.0005465218,0.00027215877,0.002515101,0.014224477,0.0033166348,0.012324091,0.0065524625,0.0006515671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003898678,0.000008805111,0.0012642702,0.000035059384,0.000004092406,0.001890697,0.98902714,0.000012856253,0.00023531058,0.0026134516,0.0034119007,0.0014573763],"study_design_scores_gemma":[0.000001395849,0.0000053094896,0.0026025833,0.0000736911,0.0000023814741,0.00016094894,0.98346263,0.0000063737443,0.00004313755,0.00013617742,0.013498077,0.00000737319],"about_ca_topic_score_codex":0.7029186,"about_ca_topic_score_gemma":0.907326,"teacher_disagreement_score":0.2970814,"about_ca_system_score_codex":0.027335586,"about_ca_system_score_gemma":0.021261802,"threshold_uncertainty_score":0.597662},"labels":[],"label_agreement":null},{"id":"W4312440540","doi":"10.57132/jiss.139","title":"A ‘Primitive Germ of Discord’ in the North Atlantic World: Newfoundland-Irish Roman Catholics in Scottish Cape Breton","year":2009,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cape; Irish; Geography; History; Ethnology; Archaeology; Genealogy; Philosophy","score_opus":0.02455389197009329,"score_gpt":0.2968670915936474,"score_spread":0.2723131996235541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312440540","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":[0.96380115,0.0004639088,0.00005006222,0.0055298638,0.00005191973,0.000009389769,0.000042880147,0.0000029041744,0.030047892],"genre_scores_gemma":[0.99442214,0.00012803481,0.000032684962,0.00044796488,0.0000093723775,0.0000036259764,0.00001698953,0.0000061247815,0.004933057],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841106,0.00038996505,0.00002744601,0.00011591691,0.00011887036,0.00093668886],"domain_scores_gemma":[0.9985802,0.00022706982,0.00019469453,0.000074750256,0.0002655052,0.00065773673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015598172,0.0001938376,0.00039343451,0.0010207001,0.023166751,0.005806043,0.001325285,0.0011622172,0.0068897554],"category_scores_gemma":[0.00213357,0.0002511935,0.0001224864,0.0016959801,0.01760096,0.0022661176,0.005399809,0.0030812172,0.00026512993],"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":[0.00007658788,0.000027007763,0.015750173,0.000026379212,0.0000059780386,0.00066166,0.95751774,0.000022695194,0.0002701002,0.014802345,0.0043451344,0.006494081],"study_design_scores_gemma":[0.000005555172,0.000012485116,0.045397837,0.000051495383,0.000004397219,0.0001222954,0.9260256,0.000021681306,0.00006051274,0.0005259519,0.027757479,0.000014645019],"about_ca_topic_score_codex":0.8406926,"about_ca_topic_score_gemma":0.96178436,"teacher_disagreement_score":0.15930742,"about_ca_system_score_codex":0.022574537,"about_ca_system_score_gemma":0.016872276,"threshold_uncertainty_score":0.3204912},"labels":[],"label_agreement":null},{"id":"W4312772468","doi":"10.57132/jiss.136","title":"Celticism, Catholicism and Colonialism: The Intellectual Frontiers of Thomas D’Arcy McGee","year":2009,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Colonialism; Sociology; Religious studies; Media studies; Anthropology; Art; Philosophy; Political science; Law","score_opus":0.03260117287070656,"score_gpt":0.33847916645059506,"score_spread":0.3058779935798885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312772468","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013076426,0.13378586,0.0005386423,0.77925843,0.004484769,0.000008990158,0.000030362513,0.000014416987,0.06880207],"genre_scores_gemma":[0.6656926,0.08685951,0.0014112031,0.16011213,0.020765996,0.00005466836,0.000026650956,0.00012623785,0.06495091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979133,0.001309383,0.000039657425,0.00018302936,0.00031559076,0.00023904038],"domain_scores_gemma":[0.99253196,0.0060636764,0.00021378946,0.00016892634,0.00048053227,0.0005411152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004269479,0.00035779123,0.0004918442,0.0015461176,0.00735887,0.009075332,0.001267877,0.005044067,0.0037561543],"category_scores_gemma":[0.007314727,0.00034741784,0.00020418932,0.0013862982,0.027151758,0.007072299,0.0033527298,0.0089853015,0.00022800242],"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":[0.00004376206,0.000039209353,0.000826505,0.00012039405,0.000011784409,0.00015056707,0.03174353,0.0001179909,0.00010488014,0.7630908,0.18498166,0.018768892],"study_design_scores_gemma":[0.00003824814,0.000016420883,0.0016322724,0.0007180722,0.000010860697,0.00014892606,0.028284281,0.00026900653,0.0001608867,0.1700254,0.79865897,0.000036730507],"about_ca_topic_score_codex":0.07187997,"about_ca_topic_score_gemma":0.11950426,"teacher_disagreement_score":0.07187997,"about_ca_system_score_codex":0.005551212,"about_ca_system_score_gemma":0.008015417,"threshold_uncertainty_score":0.14292318},"labels":[],"label_agreement":null},{"id":"W4312782232","doi":"10.57132/jiss.90","title":"Imagining Russia: A Scottish Perspective","year":2011,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); History; Political science; Economic geography; Geography; Computer science; Artificial intelligence","score_opus":0.0714711634862878,"score_gpt":0.3695937799144005,"score_spread":0.2981226164281127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312782232","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25113964,0.014355811,0.0016589831,0.13042952,0.0007666335,0.000018567905,0.00011246897,0.00004255046,0.6014758],"genre_scores_gemma":[0.98707783,0.002172647,0.00017635402,0.0032742762,0.00021108163,0.00000832929,0.00001673762,0.00001425401,0.007048533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99739635,0.0014629558,0.000050332004,0.00010495173,0.0002200098,0.0007654281],"domain_scores_gemma":[0.99730945,0.0013857246,0.00034582033,0.00013209932,0.00031891747,0.00050804863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00472968,0.0005488793,0.00054991746,0.0023358704,0.009526809,0.015743427,0.0013748843,0.00320403,0.0072214697],"category_scores_gemma":[0.0034541702,0.00019280904,0.00042115996,0.002452811,0.024728235,0.00676612,0.008625756,0.0044199163,0.00044250078],"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":[0.00010784856,0.000050402465,0.0020544017,0.00010676829,0.00002572468,0.0009120983,0.11596189,0.0002482745,0.00027929374,0.8587604,0.009770592,0.011722306],"study_design_scores_gemma":[0.00005912147,0.0001280492,0.007953727,0.000630298,0.000056084464,0.00048320237,0.3718876,0.00038705106,0.0005331106,0.24984005,0.36798072,0.00006103566],"about_ca_topic_score_codex":0.05634439,"about_ca_topic_score_gemma":0.07374185,"teacher_disagreement_score":0.05634439,"about_ca_system_score_codex":0.007853697,"about_ca_system_score_gemma":0.0053198957,"threshold_uncertainty_score":0.11203283},"labels":[],"label_agreement":null},{"id":"W4312894087","doi":"10.57132/jiss.79","title":"Imagining the Scottish-Canadian Diaspora: Emigration and Memory in Alistair MacLeod’s <em>No Great Mischief</em> and Alice Munro’s ‘The View from Castle Rock’","year":2012,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alice (programming language); Diaspora; Emigration; Art; History; Art history; Sociology; Archaeology; Gender studies","score_opus":0.02255666898269432,"score_gpt":0.25355073960653385,"score_spread":0.23099407062383953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312894087","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24742414,0.028684039,0.00071484054,0.38247177,0.0046123965,0.00005018834,0.00036836494,0.00008421061,0.33559012],"genre_scores_gemma":[0.92004544,0.006017172,0.00020274118,0.024813922,0.0006422654,0.000030695635,0.00007155377,0.00009880779,0.048077475],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966647,0.0011527517,0.000037794423,0.000142898,0.0003301329,0.0016717251],"domain_scores_gemma":[0.9959501,0.0013081792,0.00020326253,0.0001616853,0.0005890112,0.0017878038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805333,0.0013079671,0.0007774556,0.001659286,0.051561013,0.017209897,0.0032288623,0.0066986266,0.012436265],"category_scores_gemma":[0.005336418,0.00043279547,0.00046105924,0.003184499,0.050488997,0.013305002,0.012714421,0.011303646,0.00085867266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010128747,0.000039022292,0.0009833545,0.00008000626,0.00001709474,0.001229813,0.7906965,0.00005663304,0.00019623297,0.100050524,0.09727065,0.009278897],"study_design_scores_gemma":[0.0000092704795,0.00000977939,0.00090536487,0.00014420834,0.000008218361,0.0001651598,0.8093855,0.000019063886,0.000102574784,0.0035339438,0.18569247,0.00002443751],"about_ca_topic_score_codex":0.83539534,"about_ca_topic_score_gemma":0.92488533,"teacher_disagreement_score":0.16460466,"about_ca_system_score_codex":0.031029517,"about_ca_system_score_gemma":0.03193955,"threshold_uncertainty_score":0.3311481},"labels":[],"label_agreement":null},{"id":"W4312924502","doi":"10.57132/jiss.110","title":"‘Ever more “Diaspora”: Advances and Alarums’","year":2010,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Diaspora; Sociology; Gender studies","score_opus":0.017202404228100147,"score_gpt":0.3437126520950167,"score_spread":0.32651024786691657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312924502","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037792884,0.27095866,0.0029795466,0.5326055,0.024338953,0.000024246317,0.00029914477,0.00010029301,0.1309008],"genre_scores_gemma":[0.682617,0.13965863,0.0033605492,0.10078819,0.02881591,0.00007849705,0.00031324616,0.00018384628,0.044184152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9964461,0.0019140255,0.00014005901,0.0004311341,0.0003815475,0.0006871747],"domain_scores_gemma":[0.99283457,0.0038500703,0.00056079926,0.00096855947,0.0006892051,0.0010968404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009234919,0.00070889137,0.0008832243,0.0022117558,0.006112874,0.0146021815,0.0017056909,0.005378572,0.015972434],"category_scores_gemma":[0.008390294,0.00031619176,0.00045765148,0.004713964,0.026716543,0.029123541,0.009303739,0.006513088,0.0011799623],"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":[0.00007327371,0.00004548883,0.0013692927,0.0007433599,0.000018299132,0.0002277858,0.061792318,0.00006272951,0.00021856408,0.7114514,0.10215723,0.12184028],"study_design_scores_gemma":[0.00000993828,0.00003136126,0.002620894,0.0010118912,0.0000070862625,0.0003829711,0.052383553,0.00006648728,0.00011241379,0.060663376,0.8826786,0.000031422544],"about_ca_topic_score_codex":0.008113703,"about_ca_topic_score_gemma":0.015948027,"teacher_disagreement_score":0.015972434,"about_ca_system_score_codex":0.00504567,"about_ca_system_score_gemma":0.0073003685,"threshold_uncertainty_score":0.05343312},"labels":[],"label_agreement":null},{"id":"W4312963350","doi":"10.57132/jiss.41","title":"J. L. P. O’Hanly, Irish Catholic Nationalism, and Canadian State Colonialism in the Nineteenth Century","year":2014,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Nationalism; Colonialism; Irish; State (computer science); Irish nationalism; Political science; Religious studies; History; Ethnology; Philosophy; Law; Politics","score_opus":0.019075606737553766,"score_gpt":0.28166270950561134,"score_spread":0.2625871027680576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312963350","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36511698,0.02701597,0.00042013018,0.18608114,0.0008487648,0.00004309505,0.00050456094,0.000024967207,0.41994438],"genre_scores_gemma":[0.9135637,0.008644016,0.00024599335,0.004729462,0.00009509583,0.000009314598,0.00004753393,0.000018092984,0.072646745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99954623,0.0000685108,0.000008929244,0.00003388217,0.000117635325,0.00022476386],"domain_scores_gemma":[0.9990938,0.00024135158,0.00006287506,0.000017858827,0.00034494654,0.00023925946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093347125,0.00014367726,0.00018408078,0.0009085529,0.013229849,0.0033973695,0.00047182292,0.00094193954,0.0072154766],"category_scores_gemma":[0.0020591726,0.00017940887,0.00012216876,0.0010933909,0.0060200687,0.0012350213,0.0012222072,0.0021294653,0.00022288488],"study_design_candidate":"observational","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":[0.00015867806,0.0000610308,0.037858024,0.00018686791,0.000025244037,0.00064794533,0.13326752,0.00057104544,0.0005119873,0.5122238,0.23592983,0.07855815],"study_design_scores_gemma":[0.00003235177,0.000024859622,0.09305248,0.0004843207,0.00003760086,0.00024175066,0.13176061,0.00025334672,0.0005126933,0.01477628,0.75874615,0.0000774817],"about_ca_topic_score_codex":0.9781852,"about_ca_topic_score_gemma":0.9948554,"teacher_disagreement_score":0.036688942,"about_ca_system_score_codex":0.036688942,"about_ca_system_score_gemma":0.0407174,"threshold_uncertainty_score":0.2661981},"labels":[],"label_agreement":null},{"id":"W4312978877","doi":"10.57132/jiss.39","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"Journal of Irish and Scottish Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Political science","score_opus":0.016902510854801194,"score_gpt":0.3220472140765764,"score_spread":0.30514470322177517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312978877","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034802422,0.0023547972,0.000036495698,0.035662387,0.95708656,0.00003108983,0.000056229765,0.000042868338,0.0046947733],"genre_scores_gemma":[0.0005975588,0.0026061581,0.0000941836,0.035268016,0.9297642,0.00006014239,0.00008034804,0.00006317443,0.031466067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99189305,0.001536374,0.0007842961,0.000851019,0.0040338757,0.0009014538],"domain_scores_gemma":[0.96637726,0.0068220063,0.0023636871,0.0016243866,0.016967718,0.0058448957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008000818,0.0033606533,0.0036913813,0.0056789718,0.0046867933,0.010972605,0.0042173136,0.016207296,0.05280842],"category_scores_gemma":[0.05019481,0.0011777837,0.0026707787,0.0022851415,0.0026870142,0.0039338334,0.0030753552,0.014386034,0.030710546],"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":[0.0000109005405,0.00000472989,0.000011890386,0.000049797032,0.00000576729,0.000046638776,0.0000045639904,0.0000038652825,0.000007672311,0.00007017534,0.9980198,0.0017642085],"study_design_scores_gemma":[0.00006788779,0.000014421196,0.00018912344,0.00039693198,0.00003716717,0.00014352244,0.000047129375,0.000037254787,0.000045791017,0.0005239662,0.9984849,0.000011914048],"about_ca_topic_score_codex":0.0031420009,"about_ca_topic_score_gemma":0.008550048,"teacher_disagreement_score":0.9471916,"about_ca_system_score_codex":0.0052498095,"about_ca_system_score_gemma":0.0068665547,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4313000482","doi":"10.57132/jiss.45","title":"Sections from <em>The Winds of Vancouver</em>","year":2014,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meteorology; Environmental science; Atmospheric sciences; Physics","score_opus":0.017074738292292575,"score_gpt":0.25655134354776193,"score_spread":0.23947660525546935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313000482","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":[0.009853789,0.00675443,0.00026164603,0.02635733,0.011379626,0.00023497519,0.010848324,0.00030313054,0.93400675],"genre_scores_gemma":[0.007616452,0.0006735336,0.00009533616,0.000652011,0.00027459237,0.000016860811,0.0006849213,0.000110241024,0.9898761],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993305,0.000041068324,0.000025066262,0.000055191314,0.0002737989,0.0002744891],"domain_scores_gemma":[0.9975158,0.0001504877,0.00008653962,0.0000654158,0.0015692539,0.0006124321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007355799,0.0005133641,0.00028225494,0.002327005,0.008468139,0.0042053857,0.0006835896,0.0014252423,0.2848564],"category_scores_gemma":[0.001851959,0.00041677352,0.00022985533,0.0028826827,0.0012055575,0.00095134473,0.001406724,0.0014609464,0.0408845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001998437,0.0000060279385,0.0007458782,0.000072757815,0.0000016003277,0.000069253,0.0006332133,0.000023657974,0.00021002797,0.0030402383,0.98265094,0.012526389],"study_design_scores_gemma":[0.0000016730304,0.0000018765073,0.0054186215,0.00005552704,9.49458e-7,0.000016746995,0.001257397,0.000008368064,0.000085308115,0.00019072129,0.99295807,0.00000470784],"about_ca_topic_score_codex":0.82,"about_ca_topic_score_gemma":0.95986205,"teacher_disagreement_score":0.2848564,"about_ca_system_score_codex":0.014886414,"about_ca_system_score_gemma":0.025600385,"threshold_uncertainty_score":0.9529396},"labels":[],"label_agreement":null},{"id":"W4313186390","doi":"10.57132/jiss.135","title":"Evangelicalism, Enlightenment and ‘Race’ on the Frontiers of Mission: Scottish-Canadian Encounters with Chinese in Montreal<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enlightenment; Race (biology); Political science; History; Sociology; Gender studies; Theology; Philosophy","score_opus":0.013381676397652533,"score_gpt":0.2708264767763192,"score_spread":0.2574448003786667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313186390","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":[0.9067143,0.0015037247,0.00013427947,0.02810673,0.00036538296,0.00003222237,0.000081019774,0.00002002632,0.063042335],"genre_scores_gemma":[0.98859847,0.00030468195,0.00003990681,0.0016101965,0.000022900931,0.000008913597,0.000016301801,0.000018144434,0.009380467],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929763,0.001963699,0.00007351918,0.00023005712,0.0005589927,0.004197454],"domain_scores_gemma":[0.9917161,0.0016079762,0.00051044626,0.00014025919,0.0010551572,0.0049700225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055409316,0.0007731852,0.00083133095,0.001593394,0.103412665,0.011604579,0.0026820567,0.0042579435,0.010384384],"category_scores_gemma":[0.0073060943,0.00049936364,0.00043250655,0.0030333253,0.030905966,0.0048172106,0.010648658,0.009933271,0.00046334852],"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":[0.000034543264,0.000017250897,0.0017001614,0.000012535677,0.000003820275,0.00037904628,0.9867084,0.00001622019,0.00008734134,0.0058249496,0.003714537,0.0015011415],"study_design_scores_gemma":[0.000003112547,0.000007092449,0.0017876071,0.00001849621,0.0000026249643,0.000054906614,0.97866243,0.000008972983,0.000037015197,0.00017650916,0.019228335,0.000012935372],"about_ca_topic_score_codex":0.9475563,"about_ca_topic_score_gemma":0.97857976,"teacher_disagreement_score":0.103412665,"about_ca_system_score_codex":0.06086095,"about_ca_system_score_gemma":0.07879236,"threshold_uncertainty_score":0.44157916},"labels":[],"label_agreement":null}]}