{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"f865650dad0c","filters":{"venue":"Literary Studies"}},"results":[{"id":"W4391370840","doi":"10.17721/2520-6346.2(61).112-123","title":"CREATIVE WORK OF LESYA UKRAЇNKA IN PERCEPTION OF ROMAN RACHMANNY","year":2021,"lang":"en","type":"article","venue":"Literary Studies","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Perception; Psychology; Creative work; Aesthetics; Art; Sociology; Visual arts; Engineering; Neuroscience","authors":[{"name":"V. F. Pogrebennik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03421282579085488,"gpt":0.3126155377563296,"spread":0.2784027119654747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003850686,0.00008195105,0.0002117555,0.00006025924,0.00004327851,0.00001101716,0.0001550309,0.00002411092,0.002190382],"category_scores_gemma":[0.0002241774,0.00007074999,0.00005433911,0.0007030157,0.0005198951,0.0002625113,0.000475394,0.00007561308,0.00008185187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007891885,"about_ca_system_score_gemma":0.000008578966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003675997,"about_ca_topic_score_gemma":0.0000232549,"domain_scores_codex":[0.9988081,0.0001220223,0.0002481666,0.0002659123,0.0003797399,0.0001760564],"domain_scores_gemma":[0.9995396,0.00008505014,0.0000692021,0.0002302809,0.0000400919,0.0000358274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107302,0.0005319205,0.7223508,0.0001443289,0.0001369673,0.0001295619,0.1275415,0.0002606914,0.03023655,0.000279017,0.02302472,0.09525673],"study_design_scores_gemma":[0.0004142868,0.0001033635,0.9713383,0.0002118136,0.000009924705,0.000001802442,0.006674109,0.00005229528,0.003454342,0.003011574,0.0146006,0.0001275506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587089,0.001194166,0.000004721758,0.0001829277,0.0001140401,0.0001172333,0.00001564454,0.000006847239,0.03965551],"genre_scores_gemma":[0.984076,0.000268476,0.001717829,0.00002993696,0.00001226076,0.00001287723,0.000009332201,0.000004181135,0.01386913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489876,"threshold_uncertainty_score":0.9987218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392379508","doi":"10.3126/litstud.v37i1.63035","title":"Ecological Devastation in Annie Proulx’s Barkskins: A Byproduct of Capitalism","year":2024,"lang":"en","type":"article","venue":"Literary Studies","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Anthropocentrism; Wilderness; Ecocriticism; Capitalism; Ecological crisis; Sociology; Ecology; Environmental ethics; History; Economy; Ethnology; Political science; Law; Philosophy; Economics; Biology","authors":[{"name":"Ravi Kumar Shrestha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01524185173676913,"gpt":0.2535619054724626,"spread":0.2383200537356935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009861498,0.00009732594,0.0001455054,0.0000414592,0.00003633957,0.000003419361,0.00007398427,0.00002403575,0.0002772418],"category_scores_gemma":[0.0000136924,0.00007007439,0.00004349027,0.0001757606,0.0009911752,0.0002059992,0.0001307453,0.00007510242,0.0001305338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738956,"about_ca_system_score_gemma":0.000005241104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002570392,"about_ca_topic_score_gemma":0.00001508601,"domain_scores_codex":[0.9992238,0.0000410935,0.0001806152,0.0002688799,0.0001567706,0.0001288099],"domain_scores_gemma":[0.9998067,0.00005165893,0.00003000368,0.0000851573,0.000001849839,0.00002464519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002037157,0.001923405,0.2472303,0.0008855335,0.000407523,0.001170197,0.3301623,0.00170573,0.01604167,0.002659719,0.1440651,0.2535448],"study_design_scores_gemma":[0.0002771199,0.0004229019,0.7658873,0.0002027807,0.00002914342,0.00003456362,0.003975317,0.000367949,0.0003913272,0.01603276,0.2119749,0.0004039483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701673,0.02496335,0.00001097288,0.000648534,0.0001898808,0.0001541834,0.000009261142,0.00002796701,0.003828484],"genre_scores_gemma":[0.996076,0.0007277212,0.0005015091,0.0002034702,0.00003540748,0.00003512159,0.000006560119,0.000006739782,0.002407438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5186569,"threshold_uncertainty_score":0.3652026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198758743","doi":"10.3126/litstud.v29i01.39612","title":"New York in Salman Rushdie's Fury","year":2016,"lang":"en","type":"article","venue":"Literary Studies","topic":"Travel Writing and Literature","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 Toronto","funders":"","keywords":"History; Rhythm; Literature; Art; Aesthetics","authors":[{"name":"Pushpa Raj Acharya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05160762698596078,"gpt":0.2484131403010665,"spread":0.1968055133151057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008505319,0.0001664191,0.0002275587,0.0001020931,0.0001511549,0.000111667,0.0001189945,0.00003473981,0.0004701942],"category_scores_gemma":[0.00002906846,0.00009784037,0.00006372882,0.00004406325,0.0001137377,0.0002736115,0.00004964352,0.0001032875,0.0001120734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002170742,"about_ca_system_score_gemma":0.00001518374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002924837,"about_ca_topic_score_gemma":0.0002556395,"domain_scores_codex":[0.9991263,0.00003769773,0.0002326336,0.0002309192,0.0001081386,0.0002642797],"domain_scores_gemma":[0.9995506,0.0001447955,0.00004207395,0.0001724959,0.00003875283,0.0000512507],"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":[0.00004249815,0.00004080507,0.005490505,0.0000670728,0.0001001206,0.00005232815,0.2800819,5.449425e-8,0.00003913635,0.4054967,0.1809867,0.1276023],"study_design_scores_gemma":[0.0004456237,0.00005631839,0.00326984,0.0005054862,0.000007423218,0.000002725153,0.002170921,2.067099e-7,0.00001786597,0.03682121,0.9565217,0.0001806777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.312281,0.2318135,0.00002093932,0.01695072,0.004442934,0.0004435295,0.00020828,0.0007517556,0.4330874],"genre_scores_gemma":[0.7230811,0.0001992749,0.0001903021,0.0008653042,0.001830755,0.00001292613,0.000005388662,0.00001775471,0.2737972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.775535,"threshold_uncertainty_score":0.5148297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7135037445","doi":"10.17721/2520-6346.2(63).15-28","title":"Understanding H. Skovoroda's Work in Humanities of Ukrainian Diaspora","year":2022,"lang":"","type":"article","venue":"Literary Studies","topic":"Ukrainian Cultural and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Biography; Knight; Publishing; Work (physics)","authors":[{"name":"H. Bandura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3230843481168689,"gpt":0.3445299794554156,"spread":0.02144563133854666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00133554,0.0004270672,0.001042696,0.0003281564,0.002836043,0.00007918625,0.0005438905,0.00007136463,0.0008187596],"category_scores_gemma":[0.0006937787,0.0004028772,0.0002624433,0.001854947,0.001857606,0.0002165504,0.001048853,0.000517097,0.000008289619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854296,"about_ca_system_score_gemma":0.0001245443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448525,"about_ca_topic_score_gemma":0.0005474385,"domain_scores_codex":[0.9959019,0.0007283571,0.00104267,0.000599508,0.0009149511,0.0008126204],"domain_scores_gemma":[0.9979315,0.001100157,0.0004767433,0.0002546824,0.0001614542,0.00007544044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001455593,0.0001712095,0.01434238,0.0001747539,0.0004743511,0.00009975056,0.9619086,0.00001743189,0.000001777816,0.0190841,0.001887148,0.001692982],"study_design_scores_gemma":[0.0005457984,0.0002959511,0.007083622,0.0003995823,0.00008480615,0.000001557821,0.7503224,0.000003759162,0.000001799602,0.02215015,0.2186374,0.0004732049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6261026,0.2898441,0.000001535263,0.004984007,0.006518202,0.0008934063,0.0002554067,0.0001022341,0.07129861],"genre_scores_gemma":[0.9845428,0.006406703,0.00007458342,0.0004901114,0.0007679402,0.0001043524,0.000009563933,0.00002382981,0.007580047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3584403,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198095999","doi":"10.3126/litstud.v34i01.39534","title":"Diasporic Subjectivities: A Study of the Second-generation Immigrant in Hiromi Goto’s Chorous of Mushrooms","year":2021,"lang":"en","type":"article","venue":"Literary Studies","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hybridity; Diaspora; Subjectivity; Homeland; Sociology; Identity (music); Gender studies; Identity negotiation; Negotiation; Aesthetics; Anthropology; Art; Political science; Politics; Epistemology; Philosophy; Social science","authors":[{"name":"Nagendra Bahadur Bhandari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04046867587650189,"gpt":0.3155258921461679,"spread":0.275057216269666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003073489,0.0001160626,0.0003867605,0.00005116695,0.0002291849,0.000009785289,0.0001323328,0.0000419217,0.00002365283],"category_scores_gemma":[0.0002721789,0.00007815413,0.00008573525,0.0005862244,0.0002349008,0.0001605548,0.0001186313,0.0001022164,7.503762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005561395,"about_ca_system_score_gemma":0.00009340757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005767446,"about_ca_topic_score_gemma":0.09009225,"domain_scores_codex":[0.9986213,0.0003464762,0.000339819,0.0002069853,0.0002998886,0.0001854882],"domain_scores_gemma":[0.9992928,0.0001798581,0.0001461037,0.0001914608,0.0001680269,0.00002175498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001076926,0.0003539309,0.07961202,0.00005562073,0.0001765477,0.00001415445,0.9140923,0.000001504988,0.0006440085,0.0002803963,0.001003784,0.003754973],"study_design_scores_gemma":[0.0007341324,0.0001545589,0.2358637,0.00009827234,0.00005062716,9.810975e-7,0.7530088,0.000001342438,0.002166275,0.0009112589,0.006870113,0.0001399105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711262,0.02394296,5.25459e-7,0.0004771553,0.0006770558,0.0004060452,0.00001530223,0.00001148905,0.003343253],"genre_scores_gemma":[0.9940626,0.001081097,0.00001864776,0.00009519035,0.0002249039,0.00007295286,0.000001829478,0.000005527111,0.004437271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610834,"threshold_uncertainty_score":0.9265112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}