{"meta":{"query_hash":"f865650dad0c","filters":{"venue":"Literary Studies"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/f865650dad0c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Literary+Studies"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04046867587650189,"score_gpt":0.3155258921461679,"score_spread":0.275057216269666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198095999","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":[0.99578226,0.00018753823,0.00009263643,0.0002957315,0.000019430303,0.0000173552,0.0000070717283,0.0000019635122,0.0035959403],"genre_scores_gemma":[0.9951756,0.00043153646,0.00018101977,0.00025005324,0.000018552922,0.000044924138,0.000020683547,0.000012261143,0.0038654376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982805,0.0009411857,0.000069650334,0.00016433295,0.00020296164,0.00034139733],"domain_scores_gemma":[0.9977991,0.0011563983,0.00028132473,0.000116101575,0.00019199833,0.00045513557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002879153,0.00084071705,0.00088015327,0.0018008772,0.014958863,0.0073712417,0.0013767699,0.0014547658,0.002643518],"category_scores_gemma":[0.0036554295,0.00059688947,0.00037047116,0.001639045,0.011127657,0.004101012,0.0072895815,0.0032139183,0.00034225674],"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":[0.000006065841,0.000018290231,0.0017013501,0.000012334738,0.0000011965361,0.00047447314,0.9962972,0.0000016614556,0.0002421885,0.0005025484,0.00006671461,0.00067601755],"study_design_scores_gemma":[0.0000012447996,0.000013690923,0.0016550022,0.000013598637,0.0000013604182,0.00013570531,0.99645174,0.00000771966,0.000054428645,0.00008432928,0.0015777585,0.000003436176],"about_ca_topic_score_codex":0.017900899,"about_ca_topic_score_gemma":0.04951565,"teacher_disagreement_score":0.017900899,"about_ca_system_score_codex":0.002648375,"about_ca_system_score_gemma":0.0026410262,"threshold_uncertainty_score":0.03559339},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"History; Rhythm; Literature; Art; Aesthetics","score_opus":0.051607626985960775,"score_gpt":0.2484131403010665,"score_spread":0.19680551331510573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198758743","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":[0.02189326,0.06996929,0.00090935355,0.07747697,0.008744171,0.000025287454,0.00038421975,0.00012728963,0.82047015],"genre_scores_gemma":[0.17110197,0.010971126,0.00039850053,0.0041221897,0.0008916807,0.0000336037,0.00012146969,0.00011657208,0.8122429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998547,0.000042424166,0.0000052965993,0.000031342504,0.000033323733,0.00003291754],"domain_scores_gemma":[0.99979895,0.00008793699,0.000024373572,0.000015023154,0.000030243136,0.000043428387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002827823,0.00032141263,0.00017647537,0.00050540763,0.0042133746,0.003603295,0.00029154457,0.00093138876,0.02843901],"category_scores_gemma":[0.0009239259,0.00017587985,0.00010101033,0.00065151154,0.0030990914,0.0028952279,0.0018253078,0.0020256687,0.003319789],"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":[0.00005765925,0.000015636286,0.00044877522,0.0001188865,0.000004668424,0.0005395825,0.037001412,0.00006161841,0.0004829145,0.38889226,0.5394049,0.032971736],"study_design_scores_gemma":[0.0000015544849,0.0000023715004,0.00038741843,0.000058569974,8.608079e-7,0.000045114317,0.003317065,0.0000110123,0.000054902153,0.0021502804,0.9939687,0.000002055979],"about_ca_topic_score_codex":0.031555463,"about_ca_topic_score_gemma":0.1372622,"teacher_disagreement_score":0.031555463,"about_ca_system_score_codex":0.0034524587,"about_ca_system_score_gemma":0.0016483803,"threshold_uncertainty_score":0.095137954},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Perception; Psychology; Creative work; Aesthetics; Art; Sociology; Visual arts; Engineering; Neuroscience","score_opus":0.034212825790854884,"score_gpt":0.31261553775632955,"score_spread":0.27840271196547467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391370840","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":[0.81245446,0.02374626,0.002032655,0.01122389,0.0007513974,0.000034005392,0.000037102556,0.000076342665,0.14964393],"genre_scores_gemma":[0.9909376,0.0016518278,0.00018426169,0.00038294523,0.00006089677,0.000010205544,0.0000066264943,0.00003253008,0.0067329975],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978034,0.0014231047,0.000067672736,0.0002494162,0.00025719096,0.00019924695],"domain_scores_gemma":[0.99915445,0.00046139132,0.00016665622,0.000050304297,0.00009064632,0.00007653405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017094779,0.0004015394,0.000562079,0.0007870679,0.0066372324,0.007188906,0.00040102642,0.0007852565,0.0015918132],"category_scores_gemma":[0.0023167082,0.00025300702,0.00022497232,0.000665716,0.0089603225,0.0028208473,0.0031265349,0.0019655938,0.00040391777],"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":[0.00011476793,0.000036318073,0.0031314709,0.00019417958,0.000016267653,0.0028476876,0.8763119,0.00018759532,0.0023886287,0.091897,0.0046101534,0.018263947],"study_design_scores_gemma":[0.000020436022,0.00009847138,0.013610224,0.0007593338,0.000030553514,0.0045812125,0.4855035,0.0004320993,0.0021759241,0.012376072,0.48035118,0.00006110694],"about_ca_topic_score_codex":0.0024867852,"about_ca_topic_score_gemma":0.00248175,"teacher_disagreement_score":0.007188906,"about_ca_system_score_codex":0.0022646452,"about_ca_system_score_gemma":0.0014116002,"threshold_uncertainty_score":0.016431272},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.015241851736769127,"score_gpt":0.2535619054724626,"score_spread":0.23832005373569348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392379508","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6686598,0.008455238,0.00079776585,0.049693268,0.001361691,0.000019308354,0.000043635297,0.00004761967,0.27092168],"genre_scores_gemma":[0.9566073,0.0018825782,0.00023831928,0.004036041,0.0002732219,0.000010801231,0.000010858416,0.00003455016,0.036906265],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944264,0.00023357355,0.000008705523,0.000097606135,0.000099368495,0.00011809938],"domain_scores_gemma":[0.9995003,0.00021305593,0.00010023025,0.00002735049,0.00006105674,0.00009812398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069869135,0.000347886,0.00018127648,0.00041290044,0.011317638,0.004888339,0.0003843604,0.0012884033,0.0022116757],"category_scores_gemma":[0.0010033131,0.00016045492,0.00010194528,0.00029261276,0.010043229,0.0032818816,0.002963522,0.0034163373,0.00020861022],"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":[0.000108330765,0.00007022157,0.0042884485,0.00010518259,0.000017670924,0.003806503,0.6888564,0.00020881678,0.0014496825,0.22200397,0.059592187,0.0194926],"study_design_scores_gemma":[0.000009078917,0.00005941895,0.008188957,0.00019852005,0.000010496323,0.0016018288,0.20707889,0.00016340548,0.0009439527,0.015276832,0.76643467,0.000033971297],"about_ca_topic_score_codex":0.01354514,"about_ca_topic_score_gemma":0.04155798,"teacher_disagreement_score":0.01354514,"about_ca_system_score_codex":0.003489468,"about_ca_system_score_gemma":0.0011219116,"threshold_uncertainty_score":0.026932597},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Biography; Knight; Publishing; Work (physics)","score_opus":0.3230843481168689,"score_gpt":0.3445299794554156,"score_spread":0.021445631338546656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135037445","genre_codex":"review","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":[0.09515032,0.79520947,0.0006309817,0.015033113,0.00097037863,0.000013724392,0.00008256993,0.000023224155,0.0928862],"genre_scores_gemma":[0.698046,0.2872946,0.00045776676,0.002273706,0.00052786054,0.000026221795,0.000074785334,0.000021256614,0.011277893],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942917,0.00030851204,0.000030856754,0.00006442235,0.00007166634,0.00009529508],"domain_scores_gemma":[0.9996087,0.00018283415,0.00007562897,0.00001920539,0.000061896986,0.000051833296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010377329,0.00025372978,0.00028468537,0.002296159,0.0035768645,0.0048777685,0.00039700375,0.0007664571,0.0016377072],"category_scores_gemma":[0.0007949118,0.00011724781,0.00012255754,0.0027559407,0.0045099957,0.0032845407,0.0022603536,0.0007776249,0.00037858612],"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":[0.000048543552,0.000053967095,0.010854307,0.0026352908,0.00004145475,0.002621577,0.4607844,0.00034423434,0.0009612306,0.29393655,0.025997436,0.20172092],"study_design_scores_gemma":[0.0000024301003,0.000029583996,0.020087868,0.0035478713,0.000014733057,0.0012487345,0.13785432,0.000059297094,0.00025876527,0.008913412,0.8279712,0.000011645209],"about_ca_topic_score_codex":0.020609379,"about_ca_topic_score_gemma":0.02819883,"teacher_disagreement_score":0.020609379,"about_ca_system_score_codex":0.0045710537,"about_ca_system_score_gemma":0.005478165,"threshold_uncertainty_score":0.04097885},"labels":[],"label_agreement":null}]}