{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"36a7b6dd72fc","filters":{"venue":"HERMES - Journal of Language and Communication in Business"}},"results":[{"id":"W2423192275","doi":"10.7146/hjlcb.v11i21.25479","title":"Leksikografien på egne ben. Fordelingsstrukturer og byggedele i et brugerorienteret perspektiv","year":2017,"lang":"da","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Praxis Spinal Cord Institute","funders":"","keywords":"Humanities; Sociology; Philosophy; Art","authors":[{"name":"Sven Tarp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01906938985017514,"gpt":0.3255831972039896,"spread":0.3065138073538144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001641632,0.0003303106,0.0005608777,0.0003520739,0.0006103428,0.001563728,0.003666535,0.0002427632,0.00005051276],"category_scores_gemma":[0.0007390564,0.0002842136,0.0001218057,0.0003835652,0.0003550126,0.002686483,0.001391482,0.0009916611,0.000003704048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009440111,"about_ca_system_score_gemma":0.0002284407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009454683,"about_ca_topic_score_gemma":0.0003654892,"domain_scores_codex":[0.9976298,0.0003371065,0.0008586883,0.0003258302,0.0004798409,0.0003687565],"domain_scores_gemma":[0.9950045,0.0001759644,0.001690749,0.001919007,0.001079802,0.0001299649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007151697,0.001623058,0.02767007,0.001240268,0.0003947661,0.001263206,0.1764122,0.00008132924,0.009336971,0.05334862,0.006118726,0.7217957],"study_design_scores_gemma":[0.03620077,0.00294719,0.4775551,0.06216998,0.001555683,0.01280222,0.1044688,0.0335314,0.02547945,0.1476647,0.08405674,0.01156802],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099841,0.2208176,0.02851269,0.03686364,0.000933876,0.00048609,0.00002660403,0.0001256676,0.002249807],"genre_scores_gemma":[0.9204129,0.007040031,0.07147735,0.0005757702,0.0001553921,0.000005932642,0.00001085807,0.00002918996,0.0002926003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7102277,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W118007612","doi":"10.7146/hjlcb.v10i18.25410","title":"Is terminology specialized lexicography? The experience of French-speaking countries","year":2017,"lang":"fr","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lexicography; Humanities; Philosophy; Terminology; Ethnology; Explication; Linguistics; Sociology","authors":[{"name":"John Humbley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04920538951743383,"gpt":0.3174442817581117,"spread":0.2682388922406779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003295168,0.0001373821,0.0003747736,0.0001229895,0.000883675,0.0002532662,0.0008068741,0.00007933315,0.0002958784],"category_scores_gemma":[0.0002672102,0.000096947,0.00007478091,0.00003910327,0.003445833,0.00026611,0.0002875538,0.0002396387,0.000001438093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001364323,"about_ca_system_score_gemma":0.00005111741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435081,"about_ca_topic_score_gemma":0.002489361,"domain_scores_codex":[0.9989238,0.0001274705,0.000563803,0.00008919158,0.00013098,0.0001647998],"domain_scores_gemma":[0.9973385,0.0002483041,0.001164209,0.000638922,0.0005885292,0.00002158072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009652513,0.0002335346,0.1061543,0.0002845822,0.0002622448,0.0001431049,0.6901499,0.000001603688,0.00004769134,0.1711517,0.001115786,0.03035903],"study_design_scores_gemma":[0.001330793,0.00008585376,0.5209943,0.001429319,0.000176619,0.0001677351,0.07163514,0.00002554746,0.0002000138,0.005345695,0.3983637,0.0002452763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643718,0.1130177,0.000008003895,0.01004402,0.0009327651,0.00007748476,0.00002464971,0.000002773041,0.0115208],"genre_scores_gemma":[0.9624539,0.03556829,0.0001165521,0.000213309,0.0004420724,0.000003078575,0.000001257808,0.00000829657,0.001193261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6185148,"threshold_uncertainty_score":0.9992662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2474883901","doi":"10.7146/hjlcb.v27i53.20948","title":"Changing Conceptions of the International Classroom and the Good Student?","year":2014,"lang":"en","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Sociology","authors":[{"name":"Jane Vinther","is_ca":false},{"name":"Gordon E. Slethaug","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414403315683198,"gpt":0.3296281250772821,"spread":0.3154840919204501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008050967,0.00003157409,0.00007624121,0.00003651968,0.0001797054,0.00005388067,0.000347495,0.00002186726,0.00002571352],"category_scores_gemma":[0.00034965,0.00001725926,0.00002300964,0.0001790499,0.0003095569,0.0001233781,0.0000789305,0.00008269861,2.705854e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806897,"about_ca_system_score_gemma":0.00003052814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732764,"about_ca_topic_score_gemma":0.000745405,"domain_scores_codex":[0.9993322,0.0002589012,0.0001761412,0.00002868135,0.0001517522,0.00005225576],"domain_scores_gemma":[0.9992191,0.0001686328,0.0002189447,0.0001117305,0.0002642105,0.00001737045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003400014,0.0001251872,0.02342086,0.00001415203,0.00004192572,3.958755e-7,0.8214836,0.00004288571,0.0004189787,0.13574,0.0004014166,0.0182766],"study_design_scores_gemma":[0.001873727,0.000006496487,0.4407339,0.000232081,0.00003367274,0.00001903683,0.508929,0.00009451148,0.00004225369,0.0008692749,0.04709234,0.000073756],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695222,0.001289157,0.00001454934,0.02375808,0.0002145051,0.00007009816,7.694099e-7,0.000002151481,0.005128461],"genre_scores_gemma":[0.9978274,0.001322728,0.0001074206,0.0003739818,0.00006124203,0.000002345199,7.535783e-7,0.000001456375,0.0003027299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.417313,"threshold_uncertainty_score":0.1382167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341446259","doi":"10.7146/hjlcb.v15i28.25668","title":"Identifying textual silence in scientific research articles. Recontextualizations of the field account in Geology","year":2017,"lang":"en","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de La Pocatiere","funders":"","keywords":"Silence; Typology; Field (mathematics); Discipline; Sociology; Epistemology; Social science; Anthropology; Art; Philosophy; Aesthetics","authors":[{"name":"Dacia F. Dressen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09564987766841031,"gpt":0.3875436020998011,"spread":0.2918937244313908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587684,0.00005526906,0.000181071,0.0003551535,0.0004259682,0.0002666973,0.0007536538,0.0000283381,0.0002443433],"category_scores_gemma":[0.001159216,0.00003961389,0.00003022798,0.0001994124,0.0009085906,0.0004909806,0.0003217693,0.0002515729,0.000001166925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002126731,"about_ca_system_score_gemma":0.00005597754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206988,"about_ca_topic_score_gemma":0.07705572,"domain_scores_codex":[0.99892,0.0002498884,0.0004242498,0.0000810837,0.0001978078,0.0001269431],"domain_scores_gemma":[0.9983526,0.000333367,0.0003350705,0.0005574727,0.0004098358,0.00001167281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008032013,0.0004941447,0.2351907,0.0001473097,0.00006101184,0.00005536016,0.6400431,0.0001690324,0.001011871,0.07733436,0.00126582,0.04414696],"study_design_scores_gemma":[0.0008427339,0.00002440083,0.4289045,0.001437437,0.0000220936,0.00001261021,0.5611926,0.00022603,0.0003290947,0.005345862,0.001531639,0.0001309156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848911,0.006208356,0.000006706845,0.002707129,0.0001010858,0.00006839824,0.000001617074,0.000001329481,0.006014272],"genre_scores_gemma":[0.9987506,0.0006399665,0.00003345334,0.00004675704,0.00003757464,0.000005256927,8.291528e-7,0.000004011686,0.0004815441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937138,"threshold_uncertainty_score":0.9397856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2186214731","doi":"10.7146/hjlcb.v22i43.96876","title":"Globalization and Modern Identity Practices - Locals and Cosmopolitans in Seventeenth Century Amsterdam","year":2017,"lang":"en","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Bureau de Coopération Interuniversitaire","funders":"","keywords":"Globalization; Cultural globalization; Politics; Identity (music); Cultural identity; Sociology; Cultural homogenization; Meaning (existential); Cosmopolitanism; Political economy; Poetry; Convergence (economics); Aesthetics; Political science; Social science; Law; Literature; Epistemology; Philosophy; Art; Economics; Economic growth","authors":[{"name":"Ulrich Ufer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02753893957915969,"gpt":0.2958771248393067,"spread":0.268338185260147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007886317,0.00008402118,0.0002682211,0.0001619502,0.00012989,0.0002477435,0.0003320102,0.00006356287,0.000009071261],"category_scores_gemma":[0.0004745823,0.00009029312,0.00001895659,0.00008951606,0.0001044148,0.001633833,0.0002185442,0.0001375394,0.000001175531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005253408,"about_ca_system_score_gemma":0.00001343379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362478,"about_ca_topic_score_gemma":0.0009704987,"domain_scores_codex":[0.9992072,0.00005242621,0.0004727548,0.0001145288,0.00004391254,0.0001091948],"domain_scores_gemma":[0.9981484,0.00004747717,0.001342656,0.0003592683,0.00006541547,0.00003672967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001221361,0.0002325205,0.9450802,0.0001980327,0.00003135813,0.00002908966,0.006749986,0.00003838542,0.00006446757,0.03331997,0.00008370259,0.01405012],"study_design_scores_gemma":[0.0008832079,0.00001512463,0.9753354,0.0002220359,0.000008300779,0.00004211422,0.001346126,0.0005775202,0.000008174628,0.02040365,0.001046362,0.0001120204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501148,0.04694048,0.0002466125,0.001638446,0.00009271382,0.00008237055,0.00001257723,0.000002719784,0.0008692144],"genre_scores_gemma":[0.9669069,0.03256465,0.0003745585,0.00009240075,0.00002559648,0.000001862286,0.000003832721,0.000007671734,0.00002252832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03025513,"threshold_uncertainty_score":0.3682047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2189287958","doi":"10.7146/hjlcb.v16i31.25735","title":"Using WebCT to teach grammar selectively","year":2017,"lang":"en","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Institute of Technology","funders":"British Columbia Institute of Technology","keywords":"Grammar; Computer science; Component (thermodynamics); Mathematics education; Multimedia; Psychology; Linguistics","authors":[{"name":"Kathleen Vance","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06062920213745168,"gpt":0.3294925554101078,"spread":0.2688633532726561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006140339,0.0000793748,0.000167142,0.000136155,0.0006955278,0.0003944016,0.0003945992,0.00002744227,0.0000953219],"category_scores_gemma":[0.0002353736,0.00006622075,0.00002822101,0.0000323049,0.00009923128,0.0004047851,0.00009685462,0.0002942396,0.000002969387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002825679,"about_ca_system_score_gemma":0.00003523102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115926,"about_ca_topic_score_gemma":0.00069132,"domain_scores_codex":[0.999345,0.0001451874,0.000230833,0.00006580714,0.000104189,0.0001089835],"domain_scores_gemma":[0.9990565,0.00006373879,0.0003172281,0.0003207312,0.0002023137,0.00003951763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002728576,0.0004383166,0.0505637,0.0001832977,0.0001541935,0.000123341,0.7045875,0.0006410728,0.005787763,0.03624443,0.001746694,0.1992569],"study_design_scores_gemma":[0.003487198,0.0002587544,0.4751789,0.003241241,0.0001666902,0.0004731975,0.1593401,0.001433891,0.0003472536,0.002598004,0.3524228,0.001051959],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881789,0.001547029,0.0001341986,0.001486945,0.00009884667,0.00004820338,0.000001164871,0.000009763299,0.00849494],"genre_scores_gemma":[0.9975548,0.0001316075,0.001212929,0.0001468013,0.0001996112,0.000001262343,0.000001355347,0.00001170321,0.000739922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5452474,"threshold_uncertainty_score":0.5349507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414432096","doi":"10.7146/hjlcb.vi65.152910","title":"Linguistic Preservation in the Digital Age: Anglicisms in French and Quebec IT Terminology – A Survey of IT Students","year":2025,"lang":"en","type":"article","venue":"HERMES - Journal of Language and Communication in Business","topic":"Linguistics, Language Diversity, and Identity","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":"Terminology; French; Relevance (law); CLARITY; Appeal; Vignette; Identity (music)","authors":[{"name":"Pavla Zubkova","is_ca":false},{"name":"Jan Lazar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03712180574999632,"gpt":0.3002666715469318,"spread":0.2631448657969354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006272882,0.00006739332,0.000192086,0.0002454792,0.00005475425,0.0001927098,0.0003899417,0.00003706899,0.00002106882],"category_scores_gemma":[0.003635544,0.00005274458,0.00001532487,0.0001447118,0.0001690955,0.0001955555,0.0001513394,0.0001580637,2.667347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002261072,"about_ca_system_score_gemma":0.00004192686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05279683,"about_ca_topic_score_gemma":0.3191677,"domain_scores_codex":[0.9991696,0.0001950122,0.000372711,0.00006397771,0.000120827,0.00007789873],"domain_scores_gemma":[0.9986903,0.0003201795,0.0001894684,0.0001882896,0.0006015135,0.00001025742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004130279,0.0002578223,0.7627696,0.0001070321,0.00001849143,0.00005568355,0.2331105,0.000005078436,0.000002401958,0.001176971,0.000466269,0.001988864],"study_design_scores_gemma":[0.0006400801,0.0000154585,0.9656225,0.0002767417,0.00001376173,0.000001464912,0.03190691,0.00002284996,0.00000163654,0.0005446213,0.0009010973,0.00005287589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957875,0.001965621,0.00000439986,0.0002097741,0.0002481206,0.00008590563,0.0000123102,0.000001838432,0.001684542],"genre_scores_gemma":[0.9989194,0.0003518384,0.00001327746,0.0001697171,0.00009799071,0.000001757178,0.00002324232,0.000002749166,0.0004200543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2663708,"threshold_uncertainty_score":0.9535107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}