{"meta":{"query_hash":"ec59f4a667b0","filters":{"venue":"Current Issues in Philology and Pedagogical Linguistics"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/ec59f4a667b0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Current+Issues+in+Philology+and+Pedagogical+Linguistics"},"results":[{"id":"W3173826079","doi":"10.29025/2079-6021-2021-2-49-59","title":"The linguistic and cultural aspect of the new vocabulary of the coronavirus pandemic","year":2021,"lang":"en","type":"article","venue":"Current Issues in Philology and Pedagogical Linguistics","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":2,"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":"Neologism; Vocabulary; Linguistics; Pandemic; Coronavirus; Sociology; History; Psychology; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.23087865786853473,"score_gpt":0.4789140490182738,"score_spread":0.24803539114973905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173826079","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":[0.83754295,0.004883951,0.0068184254,0.003010076,0.0002442854,0.000038580336,0.00007620301,0.000019947509,0.14736556],"genre_scores_gemma":[0.9971523,0.00070173334,0.0006241989,0.00006956784,0.000033999753,0.000010170805,0.000021441923,0.000009987276,0.0013766114],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875224,0.0008688769,0.000056827506,0.00009160327,0.00016026039,0.00007021859],"domain_scores_gemma":[0.998242,0.0012953288,0.00015540826,0.00012507368,0.00013515668,0.000046983616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055105,0.00018055388,0.00015149744,0.0010690407,0.0019760504,0.0033445056,0.00031713213,0.00046694643,0.00135533],"category_scores_gemma":[0.0027491774,0.00011212735,0.00013127855,0.0009854302,0.008111792,0.0034114188,0.0018309549,0.0009883246,0.00014665457],"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":[0.00006210465,0.000018016506,0.008049139,0.00028227584,0.000013132686,0.0011816347,0.64432347,0.00024255965,0.00541287,0.3059777,0.0012453746,0.03319178],"study_design_scores_gemma":[0.00000821361,0.00009798043,0.051063884,0.00077395455,0.00004145383,0.0030114015,0.6801655,0.0012221576,0.0031310192,0.054998957,0.20542341,0.000061959654],"about_ca_topic_score_codex":0.0024492189,"about_ca_topic_score_gemma":0.002577875,"teacher_disagreement_score":0.0033445056,"about_ca_system_score_codex":0.0013352291,"about_ca_system_score_gemma":0.0009116434,"threshold_uncertainty_score":0.009687841},"labels":[],"label_agreement":null},{"id":"W4200375486","doi":"10.29025/2079-6021-2021-4-207-216","title":"Neologisms of COVID Era","year":2021,"lang":"en","type":"article","venue":"Current Issues in Philology and Pedagogical Linguistics","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":3,"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":"Neologism; Linguistics; Glossary; Vocabulary; Terminology; History; Computer science; Philosophy","score_opus":0.28296903685938535,"score_gpt":0.5106757849358102,"score_spread":0.22770674807642488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200375486","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":[0.65917194,0.0149627235,0.020542396,0.018611167,0.0017479204,0.00019129475,0.0004961198,0.00013719335,0.28413922],"genre_scores_gemma":[0.9836891,0.002113233,0.0029399148,0.0016755853,0.00028416544,0.00008216207,0.00024715177,0.00013581161,0.008832914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927378,0.0033783913,0.0005531978,0.00074257626,0.0020270243,0.0005608853],"domain_scores_gemma":[0.9864514,0.006990612,0.0022710504,0.00090461574,0.0028486138,0.00053365604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043926574,0.00053724844,0.00034417922,0.0045422637,0.0048315786,0.006980927,0.0007522531,0.0012770633,0.0030830135],"category_scores_gemma":[0.014201108,0.00035409085,0.0003440039,0.0029379632,0.013320285,0.01083294,0.005612141,0.003676594,0.0006879062],"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":[0.00013691606,0.000037770453,0.011926535,0.00052999286,0.000019521247,0.001577118,0.6059054,0.00012866588,0.0055819466,0.33881408,0.0054430114,0.029899102],"study_design_scores_gemma":[0.000014698842,0.000056886463,0.02057624,0.0012237874,0.000023966673,0.0029941178,0.42858207,0.00074548216,0.002869928,0.052174646,0.49063113,0.00010700282],"about_ca_topic_score_codex":0.0050507095,"about_ca_topic_score_gemma":0.0046953317,"teacher_disagreement_score":0.006980927,"about_ca_system_score_codex":0.0062490683,"about_ca_system_score_gemma":0.0033215927,"threshold_uncertainty_score":0.04534042},"labels":[],"label_agreement":null},{"id":"W4313204454","doi":"10.29025/2079-6021-2022-4-35-52","title":"Colouratives in the English-Language Literary Text: Correlation of Direct and Indirect Meanings","year":2022,"lang":"en","type":"article","venue":"Current Issues in Philology and Pedagogical Linguistics","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":1,"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":"Meaning (existential); Metonymy; Metaphor; Linguistics; Literature; Dystopia; White (mutation); Art; Philosophy; Epistemology; Chemistry","score_opus":0.10876909643182232,"score_gpt":0.4325772565193817,"score_spread":0.3238081600875594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313204454","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":[0.93037635,0.002362651,0.0068116677,0.00049213844,0.00007288858,0.00011332934,0.00018555432,0.000042815405,0.059542626],"genre_scores_gemma":[0.99686325,0.0004611167,0.0011663855,0.000036036083,0.000032548312,0.000060766397,0.00007295473,0.000040732328,0.0012661853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9891478,0.0055403216,0.000795169,0.0009203726,0.002977573,0.0006187711],"domain_scores_gemma":[0.95352083,0.033150345,0.004684814,0.0018772873,0.0059816684,0.0007849568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048269425,0.0005510954,0.00043872424,0.005688857,0.002479137,0.0064345067,0.0006650619,0.0007405663,0.0060431296],"category_scores_gemma":[0.039512537,0.00043005007,0.0004169126,0.004862179,0.008557862,0.0068127695,0.0066523426,0.0018627953,0.00061480846],"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":[0.0005129912,0.00019439019,0.17518601,0.001703115,0.00026590168,0.002438668,0.633158,0.00033778133,0.01074429,0.08771449,0.0011994258,0.08654492],"study_design_scores_gemma":[0.00004263163,0.00031569498,0.47119668,0.0008792401,0.00024142535,0.0033094161,0.45117703,0.0010495104,0.005939132,0.028705183,0.03695147,0.00019254204],"about_ca_topic_score_codex":0.0011388075,"about_ca_topic_score_gemma":0.0015389207,"teacher_disagreement_score":0.0064345067,"about_ca_system_score_codex":0.002029314,"about_ca_system_score_gemma":0.0013789784,"threshold_uncertainty_score":0.025527656},"labels":[],"label_agreement":null},{"id":"W4387048777","doi":"10.29025/2079-6021-2023-3-251-258","title":"The Influence of Anglo-American Borrowings on the Current State of the French Language in French-Speaking Countries","year":2023,"lang":"en","type":"article","venue":"Current Issues in Philology and Pedagogical Linguistics","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","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":"Linguistics; Vocabulary; Computer science; Lexicon; Foreign language; First language; Literary language; History; Artificial intelligence","score_opus":0.08109498194910385,"score_gpt":0.35543710688411184,"score_spread":0.274342124935008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387048777","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":[0.99661106,0.00027032004,0.000017250883,0.000114031,0.0000027908902,0.0000016842758,0.000018982051,8.915271e-7,0.0029630256],"genre_scores_gemma":[0.9995573,0.00016536177,0.000016393187,0.000019595112,0.0000042426936,0.0000010141839,0.000014380662,7.567911e-7,0.00022095817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843186,0.00089743495,0.00008013173,0.00015239371,0.00018580082,0.00025244895],"domain_scores_gemma":[0.9964366,0.0011733666,0.0012949327,0.00009960896,0.0005708005,0.00042474194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012906817,0.00014925718,0.00016891187,0.0015055247,0.0014617459,0.0025128901,0.00030154496,0.0003875162,0.002266236],"category_scores_gemma":[0.004356314,0.000098117736,0.0001562016,0.0015145115,0.0013899767,0.0008775419,0.0009214191,0.00035296468,0.0001680293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002607153,0.000092083836,0.84105664,0.00009739284,0.00006224587,0.0019932124,0.12561385,0.00012432096,0.0021425034,0.0020195465,0.0005157611,0.02602174],"study_design_scores_gemma":[0.0000028973977,0.00006504995,0.90294504,0.00005772479,0.00001827421,0.00050246844,0.09132871,0.000075857264,0.00014185903,0.00008321293,0.0047578635,0.000020903903],"about_ca_topic_score_codex":0.05622783,"about_ca_topic_score_gemma":0.06659743,"teacher_disagreement_score":0.05622783,"about_ca_system_score_codex":0.0015895594,"about_ca_system_score_gemma":0.00074638485,"threshold_uncertainty_score":0.11180109},"labels":[],"label_agreement":null}]}