{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007215964,0.0001896156,0.0002532809,0.0002677172,0.001011342,0.0004714329,0.0005219929,0.00002820611,0.0002644519],"category_scores_gemma":[0.0002860806,0.0001621956,0.00009270487,0.0003510966,0.0005116466,0.000586127,0.0003066557,0.000818114,0.00001957001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552083,"about_ca_system_score_gemma":0.00004476507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000108024,"about_ca_topic_score_gemma":0.002919624,"domain_scores_codex":[0.9981205,0.000277086,0.0003908517,0.0003536714,0.000524914,0.000333016],"domain_scores_gemma":[0.9991092,0.0004015945,0.0001132623,0.0002482986,0.0001013788,0.0000262465],"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":[0.00004031878,0.0002473831,0.003330904,0.0001027265,0.00005104903,0.0004281164,0.3442296,0.00003961917,0.000003526559,0.5261008,0.1241878,0.001238139],"study_design_scores_gemma":[0.0008099338,0.0001617664,0.003503122,0.0002873562,0.00001719502,0.00009798558,0.1274741,0.00002208669,0.000002228684,0.1188888,0.7482991,0.0004363529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4959939,0.07708789,0.000004047002,0.001950219,0.007320111,0.001296054,0.001826677,0.0001446229,0.4143765],"genre_scores_gemma":[0.9922108,0.00008979022,0.00003410177,0.001387436,0.0006133075,0.0002094101,0.0001526991,0.0000173093,0.005285152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6241113,"threshold_uncertainty_score":0.777853,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004069443,0.0001783743,0.0002941243,0.0002437838,0.0002938238,0.00006713027,0.0003878573,0.00008127392,0.0006643592],"category_scores_gemma":[0.001033991,0.0001436941,0.0001030675,0.0007581629,0.0008293909,0.0004394263,0.0002129599,0.0002909392,0.00008673115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786166,"about_ca_system_score_gemma":0.0001413698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004856073,"about_ca_topic_score_gemma":0.001883945,"domain_scores_codex":[0.9984657,0.0001362669,0.0004349214,0.0003036883,0.000417608,0.0002417689],"domain_scores_gemma":[0.9984902,0.0001722099,0.0001959561,0.0003399767,0.0007696293,0.00003208478],"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":[0.00000720454,0.00004535328,0.004589324,0.0001474575,0.00007947119,0.00001987599,0.06847593,0.0000067505,0.00002910142,0.07893513,0.8475409,0.0001234661],"study_design_scores_gemma":[0.0003070168,0.00001957177,0.00774059,0.0006509417,0.00002747719,0.000005475872,0.002457485,0.000003771245,0.00004454908,0.004268628,0.9842793,0.0001952237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5116804,0.1720624,0.000002503385,0.003403788,0.08830003,0.001609975,0.0006946588,0.0008054862,0.2214408],"genre_scores_gemma":[0.6524767,0.002720634,0.00003451029,0.001231844,0.002344236,0.00006745022,0.0001457281,0.00006473604,0.3409142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693417,"threshold_uncertainty_score":0.7274268,"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 &amp; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006482502,0.0002769518,0.0003464268,0.0001569943,0.0008519472,0.000847547,0.0002104011,0.0001314409,0.0004282782],"category_scores_gemma":[0.001320756,0.0002184395,0.00007451278,0.0004146397,0.0007950576,0.0008361756,0.0001428504,0.000789163,0.00003410795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196997,"about_ca_system_score_gemma":0.00006040227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008817964,"about_ca_topic_score_gemma":0.002740795,"domain_scores_codex":[0.9978291,0.0003032062,0.0004155125,0.0006417709,0.0005205047,0.0002899276],"domain_scores_gemma":[0.9979944,0.0003053671,0.0001688657,0.000407245,0.001065478,0.00005865629],"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":[0.000103013,0.0001186197,0.0005630419,0.0003098126,0.0001817655,0.0001962181,0.1449631,0.000008329239,0.0001595526,0.4359207,0.4141412,0.003334688],"study_design_scores_gemma":[0.0005936077,0.00006546113,0.001726876,0.001274939,0.00003503775,0.000109324,0.003951892,0.00001199472,0.0001265771,0.01611151,0.9756129,0.0003799275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2643676,0.5887761,0.00001587381,0.05258707,0.03189508,0.001030203,0.0005303757,0.0002989693,0.06049871],"genre_scores_gemma":[0.9103996,0.01830521,0.0004619973,0.002725918,0.015437,0.0001292548,0.0006099973,0.00004920366,0.05188187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.646032,"threshold_uncertainty_score":0.8907705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}