{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"9a3992696a72","filters":{"venue":"Litera"}},"results":[{"id":"W4408154307","doi":"10.25136/2409-8698.2025.2.73003","title":"The theme of death in prose by Margaret Atwood","year":2025,"lang":"en","type":"article","venue":"Litera","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Theme (computing); Literature; Linguistics; Art; History; Philosophy; Computer science","authors":[{"name":"Roksana Romanovna Naydenova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131829192278208,"gpt":0.2315009393668874,"spread":0.2183180201390666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002037,0.0004767505,0.0002303281,0.000754935,0.01092727,0.003704307,0.0007936531,0.0009019244,0.001664204],"category_scores_gemma":[0.001855294,0.0001567438,0.0001173771,0.0009584188,0.008560499,0.002330352,0.001460377,0.002409409,0.0005648553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008254662,"about_ca_system_score_gemma":0.007992931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1746627,"about_ca_topic_score_gemma":0.3233742,"domain_scores_codex":[0.9991482,0.0003998576,0.0000126316,0.0000755122,0.0002487139,0.0001150314],"domain_scores_gemma":[0.9991886,0.0003257989,0.00007721718,0.0000230596,0.0002353751,0.0001500211],"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":[0.0001235679,0.00004676355,0.00138289,0.0005259761,0.00001338275,0.001821582,0.4614893,0.0001529964,0.001808,0.1888531,0.2945957,0.04918675],"study_design_scores_gemma":[0.000002313064,0.00002386061,0.001610029,0.0002474517,0.000006664994,0.000755772,0.09431019,0.00003267371,0.0005665448,0.003817143,0.8986064,0.00002083171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1972123,0.1764897,0.003030518,0.2115679,0.01687209,0.0001054676,0.0003513088,0.0001515195,0.3942192],"genre_scores_gemma":[0.8167356,0.04142348,0.00127637,0.0140352,0.002936267,0.00007851786,0.0001062898,0.0001271623,0.1232812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1746627,"threshold_uncertainty_score":0.3472921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410074769","doi":"10.25136/2409-8698.2025.4.73811","title":"Myth as the foundation of the narrative in the works of Margaret Atwood.","year":2025,"lang":"en","type":"article","venue":"Litera","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Foundation (evidence); Mythology; Narrative; Literature; Art; Philosophy; History; Archaeology","authors":[{"name":"Roksana Romanovna Naydenova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008780236142167637,"gpt":0.2433698072113789,"spread":0.2345895710692112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423483,0.0004230068,0.0002083224,0.00149502,0.02079186,0.009249664,0.001221846,0.001473479,0.002893958],"category_scores_gemma":[0.00283489,0.0002298295,0.00018667,0.001676222,0.03200201,0.005130354,0.003215621,0.002510496,0.0003711066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02077696,"about_ca_system_score_gemma":0.01568244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2758867,"about_ca_topic_score_gemma":0.5390387,"domain_scores_codex":[0.9984412,0.0006636918,0.00002787853,0.0001344008,0.0004200155,0.0003128786],"domain_scores_gemma":[0.9983323,0.0007770156,0.0001771331,0.0001068872,0.0003156245,0.0002911435],"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":[0.00002215263,0.00001120268,0.0006893544,0.00009815129,0.000003929572,0.0004783487,0.6252314,0.00006449012,0.000346066,0.3455219,0.01324344,0.01428943],"study_design_scores_gemma":[0.000003121637,0.00001566415,0.002406691,0.000338289,0.000007789991,0.0006277754,0.3550499,0.0001068427,0.0003486495,0.01993096,0.6211402,0.00002413094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2639172,0.03075389,0.006572406,0.03839958,0.00161085,0.0001362515,0.0001997773,0.0001255221,0.6582845],"genre_scores_gemma":[0.9349469,0.004274732,0.002012835,0.001356919,0.0001881471,0.00005232156,0.00005105575,0.00008709959,0.05702995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7241132,"threshold_uncertainty_score":0.5485618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410074679","doi":"10.25136/2409-8698.2025.4.74106","title":"Linguistic and sociocultural aspects of Quebec Internet memes","year":2025,"lang":"en","type":"article","venue":"Litera","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":"Linguistics; Sociocultural evolution; The Internet; Sociology; Psychology; Anthropology; Computer science; World Wide Web; Philosophy","authors":[{"name":"Lala Dzhanshir kyzy Guseynova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01470798870042271,"gpt":0.259652535300095,"spread":0.2449445465996723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302778,0.0003202326,0.0001771072,0.003787555,0.005342035,0.00278039,0.0004886255,0.0004634673,0.004624645],"category_scores_gemma":[0.004709644,0.00009938559,0.0001499098,0.002995858,0.003540903,0.0007754084,0.001051897,0.0003926013,0.0001507171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571829,"about_ca_system_score_gemma":0.004347454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8533696,"about_ca_topic_score_gemma":0.9059806,"domain_scores_codex":[0.9990491,0.0004134672,0.00003155686,0.0001419276,0.0001948042,0.0001690334],"domain_scores_gemma":[0.99727,0.001140448,0.0003918267,0.00009436973,0.0009425691,0.0001607184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004691676,0.00009332038,0.1828896,0.0005196496,0.00008250265,0.004952766,0.6752031,0.001027309,0.01311136,0.01312364,0.00540622,0.1031214],"study_design_scores_gemma":[0.000007366897,0.00008282671,0.5978025,0.0002217649,0.00004463541,0.0008957707,0.3211302,0.001084751,0.001779855,0.000542201,0.07632951,0.00007856877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751184,0.0009624814,0.0006182587,0.000641479,0.00002546952,0.00003662738,0.0004151089,0.00001734841,0.02216479],"genre_scores_gemma":[0.995945,0.0002275529,0.0002647169,0.00004068111,0.000008531079,0.00001502703,0.00008895679,0.000006245145,0.003403309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1466304,"threshold_uncertainty_score":0.2949879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403488653","doi":"10.25136/2409-8698.2024.7.71184","title":"Linguistic and cultural specifics of the sports media narrative (based on the example of sports commentaries in Canada and Russia)","year":2024,"lang":"en","type":"article","venue":"Litera","topic":"Discourse Analysis and Cultural Communication","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":"Linguistics; Narrative; Sociology; Literature; History; Media studies; Art; Philosophy","authors":[{"name":"Leonid Evgen'evich Pak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02693732816198407,"gpt":0.2808740429860414,"spread":0.2539367148240573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452662,0.0004315433,0.0002982973,0.004119114,0.01014448,0.004767345,0.0006892495,0.0008710452,0.003266862],"category_scores_gemma":[0.005037411,0.0001466591,0.000197201,0.005097547,0.006660989,0.001280186,0.002057588,0.0009131709,0.0002630371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02102682,"about_ca_system_score_gemma":0.01548485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7660657,"about_ca_topic_score_gemma":0.8280606,"domain_scores_codex":[0.9979302,0.000860374,0.00007378716,0.0002226438,0.0005203186,0.0003926567],"domain_scores_gemma":[0.996566,0.001620597,0.000350365,0.0001143315,0.001081922,0.0002668292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001218073,0.00002109638,0.01095002,0.0004369979,0.00001650001,0.002449395,0.9518519,0.0001862074,0.002803675,0.01465153,0.002024685,0.01448632],"study_design_scores_gemma":[0.000002810379,0.00001567049,0.0396012,0.0003435299,0.00002062954,0.000425438,0.8993186,0.0001410205,0.0007479258,0.0003505523,0.05900303,0.00002970052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169282,0.00216313,0.000956535,0.001895454,0.0001473596,0.00009243911,0.0009091822,0.0000260126,0.07688162],"genre_scores_gemma":[0.9942505,0.000736079,0.0003586369,0.00007767006,0.00001905648,0.00002771946,0.0002409531,0.00001808978,0.004271211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2339343,"threshold_uncertainty_score":0.470624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229025011","doi":"10.25136/2409-8698.2022.5.37981","title":"Analysis of derivational relations of a word in the framework of the study of the linguistic picture of the world (based on the material of the Quebec version of the French language)","year":2022,"lang":"en","type":"article","venue":"Litera","topic":"Discourse Analysis and Cultural Communication","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":"Lexeme; Linguistics; Word formation; Lexical item; Lexicology; Meaning (existential); Onomatopoeia; Sociology; History; Psychology; Computer science; Philosophy","authors":[{"name":"Maria Mikhailovna Afonina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01267195938851072,"gpt":0.2981063379488489,"spread":0.2854343785603382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006029397,0.0001973793,0.0001390871,0.002343707,0.00223483,0.002525192,0.0003265117,0.0002392636,0.002267371],"category_scores_gemma":[0.002972378,0.00007333906,0.0001448114,0.003136588,0.002590091,0.0009826898,0.000714141,0.0004046068,0.0001771224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005172003,"about_ca_system_score_gemma":0.004079149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2805826,"about_ca_topic_score_gemma":0.3329344,"domain_scores_codex":[0.9993592,0.0003232552,0.00002502224,0.00008796767,0.000146916,0.00005768851],"domain_scores_gemma":[0.9984356,0.0007848787,0.0001018798,0.00009331974,0.000539555,0.00004477218],"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":[0.0002138745,0.00008508011,0.1167107,0.0005755584,0.00007797508,0.004748504,0.3147262,0.001938013,0.03121708,0.3268546,0.002227979,0.2006244],"study_design_scores_gemma":[0.00001007745,0.00009105542,0.5567467,0.000228287,0.00006938748,0.001680991,0.2575117,0.005661033,0.007231525,0.04431474,0.1263537,0.0001009202],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428903,0.0008380893,0.005617238,0.000391052,0.00001086043,0.00006652103,0.0003466814,0.00002022458,0.04981903],"genre_scores_gemma":[0.9940813,0.0002831741,0.003372342,0.00002353933,0.000002886835,0.00002177052,0.0002235322,0.00001042704,0.001980996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7194175,"threshold_uncertainty_score":0.5578988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316115789","doi":"10.25136/2409-8698.2022.12.39445","title":"Emotivity Category as a Means of Popularizing the Political Propaganda Video of the Communist Party of China (CPC)","year":2022,"lang":"en","type":"article","venue":"Litera","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","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":"Goddard Space Flight Center; McGill University; National Aeronautics and Space Administration","keywords":"Personalization; Politics; Communism; Emotive; Prosperity; Object (grammar); China; Psychology; Point (geometry); Social psychology; Sociology; Political science; Computer science; Law; Artificial intelligence; World Wide Web","authors":[{"name":"Yunping Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01777613289474621,"gpt":0.3040509190941783,"spread":0.286274786199432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004357724,0.0001666127,0.00007022681,0.0007594068,0.0004664072,0.0009850721,0.0001501217,0.0002071966,0.002381019],"category_scores_gemma":[0.001254186,0.00003350139,0.00007418298,0.0005313146,0.0005221457,0.0005016137,0.0004762981,0.000213241,0.0001356604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620578,"about_ca_system_score_gemma":0.0001352636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009776861,"about_ca_topic_score_gemma":0.001779851,"domain_scores_codex":[0.9996982,0.0001885677,0.000008218646,0.0000262452,0.00004925923,0.00002960803],"domain_scores_gemma":[0.9995778,0.0002318761,0.00006865169,0.00002954785,0.00006351581,0.00002865614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009305528,0.000342511,0.1103435,0.0009934832,0.00008503488,0.001871361,0.2163857,0.001211444,0.1331105,0.05525488,0.009004488,0.4704666],"study_design_scores_gemma":[0.00003015213,0.0006607028,0.7433894,0.0002745986,0.0001366365,0.0009243352,0.1325625,0.01480311,0.02521724,0.005286857,0.07662126,0.0000932002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613029,0.000100132,0.004338722,0.0002058839,0.00005032475,0.00004600563,0.0001031563,0.0000636574,0.0337893],"genre_scores_gemma":[0.9955172,0.00005217616,0.001680396,0.00003076826,0.00002159631,0.00002791702,0.00005987106,0.000009979689,0.002600211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002381019,"threshold_uncertainty_score":0.007965326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}