{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"a9a224d36486","filters":{"venue":"Studies in Scottish literature"}},"results":[{"id":"W4280493638","doi":"10.51221/sc.ssl.2022.48.1.9","title":"Locating Scottish Cosmopolitanism in the Digital Archive","year":2022,"lang":"en","type":"article","venue":"Studies in Scottish literature","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Cosmopolitanism; Poetry; Art; Literature; History; Art history; Politics; Law; Political science","authors":[{"name":"Alison Chapman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0405867387926049,"gpt":0.2815101510684316,"spread":0.2409234122758267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00309771,0.0002084392,0.0002542058,0.003590863,0.01030313,0.01097786,0.0006799828,0.0008769362,0.009371473],"category_scores_gemma":[0.003849555,0.0001685486,0.0001755436,0.005870566,0.01329668,0.004635497,0.005396117,0.001005376,0.0006864619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006957569,"about_ca_system_score_gemma":0.004516262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1044319,"about_ca_topic_score_gemma":0.261186,"domain_scores_codex":[0.9985904,0.0004730131,0.00005220314,0.0001195309,0.000344931,0.0004197876],"domain_scores_gemma":[0.9980478,0.0006167413,0.0003023302,0.0002738261,0.0004509057,0.0003083631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001615843,0.00004383083,0.01363241,0.0001995246,0.0000244634,0.002511796,0.6123313,0.00007385053,0.001376559,0.2543974,0.0268414,0.08840595],"study_design_scores_gemma":[0.00001320569,0.00004687461,0.04236378,0.0005098953,0.00002591497,0.0008286464,0.3580575,0.00009243358,0.0006526382,0.01096392,0.5864074,0.00003772348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6245689,0.009740297,0.0007367326,0.0116782,0.0002963325,0.0000185581,0.0002560833,0.00005875803,0.3526462],"genre_scores_gemma":[0.9904166,0.001221943,0.0001658164,0.0005018566,0.00005792114,0.000004691426,0.00005011409,0.00001907388,0.007561902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1044319,"threshold_uncertainty_score":0.2076481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380451757","doi":"10.51221/suc.ssl.2023.48.2.12","title":"A History of the Scottish P.E.N. Organization, Part 1: 1927-1949","year":2023,"lang":"en","type":"article","venue":"Studies in Scottish literature","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"The Renaissance; History; Power (physics); Politics; Scottish literature; Scottish Enlightenment; Classics; First world war; Art history; Ancient history; Law; Political science; Theology; Philosophy","authors":[{"name":"Dr Helen Stoddart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04916644360480912,"gpt":0.2598444194526461,"spread":0.210677975847837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111508,0.000397211,0.0002231154,0.002400681,0.005803102,0.004694935,0.0007136406,0.001132237,0.01491674],"category_scores_gemma":[0.001749376,0.0002222559,0.0001971715,0.004071298,0.007653149,0.001805037,0.002173879,0.001402659,0.001854396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01185156,"about_ca_system_score_gemma":0.006216851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.124796,"about_ca_topic_score_gemma":0.2639647,"domain_scores_codex":[0.9991292,0.000182048,0.00002834902,0.00007858439,0.0002603796,0.0003214288],"domain_scores_gemma":[0.9992386,0.0001690866,0.0001248918,0.00004957668,0.000200458,0.0002173817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001472467,0.0001143962,0.01032766,0.0004609829,0.00002429025,0.002780238,0.08068735,0.0002374238,0.0007914377,0.4835027,0.1978729,0.2230534],"study_design_scores_gemma":[0.000004032582,0.00003188768,0.01462161,0.000141618,0.000004272322,0.0001646053,0.004868759,0.00002117343,0.0001800037,0.002695457,0.977255,0.00001147709],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1087505,0.03828905,0.0009041737,0.01814169,0.002636129,0.00005112149,0.0005630109,0.00008719145,0.8305772],"genre_scores_gemma":[0.7764461,0.01202868,0.0004316334,0.002980039,0.0007881004,0.00003083715,0.0002026981,0.00004709899,0.2070448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.124796,"threshold_uncertainty_score":0.2481392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380451590","doi":"10.51221/suc.ssl.2023.1.1.1","title":"Introduction: the Alabama Conference on Medieval & Renaissance Scottish Literature: Reframing and Mediation","year":2021,"lang":"en","type":"article","venue":"Studies in Scottish literature","topic":"Scottish History and National Identity","field":"Arts and Humanities","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 Saskatchewan","funders":"","keywords":"Cognitive reframing; The Renaissance; Theme (computing); Classics; Mediation; Renaissance literature; History; Media studies; Art; Library science; Sociology; Art history; Political science; Law; Psychology; Computer science","authors":[{"name":"Tricia A. McElroy","is_ca":false},{"name":"David Parkinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04553777584130951,"gpt":0.2937108971401942,"spread":0.2481731212988847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575149,0.0006745266,0.000353314,0.001478013,0.005073505,0.005382191,0.001041015,0.003635059,0.0267943],"category_scores_gemma":[0.002567679,0.0002465436,0.000399487,0.001905383,0.002107925,0.002190821,0.002475159,0.004868857,0.003552578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005413124,"about_ca_system_score_gemma":0.003757619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0415035,"about_ca_topic_score_gemma":0.08379474,"domain_scores_codex":[0.9995139,0.0001176931,0.0000240644,0.00007262316,0.0001466851,0.000125098],"domain_scores_gemma":[0.9982328,0.0005376217,0.0001029808,0.00006156082,0.0007216093,0.0003434425],"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":[0.00005119363,0.00003634779,0.0006874315,0.0003238513,0.000008416982,0.0002381289,0.004253512,0.00005634167,0.0004801087,0.03366793,0.9425528,0.01764397],"study_design_scores_gemma":[0.000005404224,0.00001445625,0.002997432,0.0004165334,0.000005063762,0.00006080303,0.002584831,0.00001838047,0.0001404174,0.001683453,0.9920633,0.000009878162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01458063,0.1680879,0.0008702208,0.464657,0.1982739,0.0001027109,0.0008667128,0.0001555633,0.1524054],"genre_scores_gemma":[0.2336304,0.08449263,0.00198524,0.1303905,0.09080645,0.0002930357,0.001718395,0.0002959327,0.4563874],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0415035,"threshold_uncertainty_score":0.08963591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}