{"meta":{"query_hash":"c839d5339dde","filters":{"venue":"Languages in Contrast"},"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/c839d5339dde","api":"https://metacan.xera.ac/api/v1/cohort?venue=Languages+in+Contrast"},"results":[{"id":"W2077683701","doi":"10.1075/lic.14.1.07tab","title":"Loving and hating the movies in English, German and Spanish","year":2014,"lang":"en","type":"article","venue":"Languages in Contrast","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":28,"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 Alberta; Simon Fraser University","funders":"","keywords":"Argumentative; German; Linguistics; Style (visual arts); Sociocultural evolution; Psychology; Sociology; Literature; Art; Philosophy","score_opus":0.005761920735122669,"score_gpt":0.2523728581758457,"score_spread":0.24661093744072304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077683701","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":[0.9944885,0.00027074842,0.00018079819,0.0000539142,0.0000062764398,0.000019197647,0.0007288294,0.0000038027133,0.004247877],"genre_scores_gemma":[0.9959292,0.0002966132,0.0004570721,0.000046460056,0.000022380073,0.0000715528,0.0013855043,0.000009838075,0.0017812933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998662,0.0006151483,0.00012343981,0.00011924408,0.00033696543,0.0001432174],"domain_scores_gemma":[0.984435,0.0097798705,0.002365463,0.00017985952,0.0029036829,0.00033608946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016471094,0.0002210618,0.00024186174,0.002627637,0.00035387135,0.0011580862,0.00016937683,0.0002321187,0.0018233332],"category_scores_gemma":[0.008027372,0.00007887052,0.00013585926,0.002490971,0.0004896844,0.0006409495,0.0005013351,0.00025754387,0.0003626803],"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":[0.0011107131,0.0004587846,0.7778266,0.0019707934,0.0001706392,0.0011298425,0.124634586,0.0004329355,0.01764176,0.0026107337,0.0058520506,0.06616051],"study_design_scores_gemma":[0.000007561694,0.00014236118,0.9501498,0.0000737721,0.000020945436,0.00032351376,0.0407044,0.00051064417,0.0011206965,0.00015065074,0.0067788186,0.000016943424],"about_ca_topic_score_codex":0.004775841,"about_ca_topic_score_gemma":0.008584377,"teacher_disagreement_score":0.004775841,"about_ca_system_score_codex":0.0005481437,"about_ca_system_score_gemma":0.0002595643,"threshold_uncertainty_score":0.009496093},"labels":[],"label_agreement":null},{"id":"W2261748170","doi":"10.1075/lic.15.2.01lop","title":"Unusual sentence structure in wine tasting notes","year":2015,"lang":"en","type":"article","venue":"Languages in Contrast","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":5,"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 Ottawa","funders":"","keywords":"Wine tasting; Sentence; Linguistics; Wine; Point (geometry); Computer science; Natural language processing; Artificial intelligence; Information structure; Contrastive analysis; Element (criminal law); Mathematics; Art; Philosophy","score_opus":0.05177397015747824,"score_gpt":0.2867194684546412,"score_spread":0.23494549829716294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261748170","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":[0.9841272,0.0011587985,0.004012153,0.0004508847,0.00011308064,0.000057692076,0.0018599164,0.00012385011,0.008096421],"genre_scores_gemma":[0.99143595,0.0004938333,0.003627168,0.00013216842,0.00007519621,0.000059572747,0.002243385,0.00009764672,0.001835144],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987557,0.00044819977,0.00025378482,0.0002631325,0.00021087169,0.00006831191],"domain_scores_gemma":[0.9906149,0.005865592,0.0016425446,0.00051000965,0.0011566045,0.00021040325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012861835,0.000295886,0.00029507498,0.0017197316,0.000849363,0.0010594048,0.00023346931,0.00030823314,0.0026221592],"category_scores_gemma":[0.0065915636,0.00018204816,0.00018288223,0.001971354,0.0010711444,0.0011137144,0.00072188984,0.0005936759,0.00045787034],"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":[0.002146909,0.00033137936,0.16110529,0.0067784525,0.0002604711,0.009656086,0.27490216,0.0008812696,0.2589858,0.026699867,0.027917482,0.23033477],"study_design_scores_gemma":[0.00013874694,0.0005652904,0.61369574,0.00079864066,0.00033806352,0.010050498,0.07331443,0.004090721,0.04588349,0.0066120727,0.24431139,0.00020087791],"about_ca_topic_score_codex":0.0030751184,"about_ca_topic_score_gemma":0.004405397,"teacher_disagreement_score":0.0030751184,"about_ca_system_score_codex":0.0006715425,"about_ca_system_score_gemma":0.0004798504,"threshold_uncertainty_score":0.008772016},"labels":[],"label_agreement":null},{"id":"W2890058560","doi":"10.1075/lic.17009.lop","title":"The use of -<i>ing</i> and -<i>ndo</i> forms in sales contracts","year":2018,"lang":"en","type":"article","venue":"Languages in Contrast","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":3,"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 Ottawa","funders":"","keywords":"Variety (cybernetics); Business; Linguistics; Computer science; Artificial intelligence; Philosophy","score_opus":0.05120796843697098,"score_gpt":0.28515363225124984,"score_spread":0.23394566381427886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890058560","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":[0.9310528,0.0013655373,0.0032045709,0.00088015135,0.00006547319,0.00006213004,0.0008663641,0.000067001245,0.062435977],"genre_scores_gemma":[0.99027026,0.001001421,0.0028922094,0.00014857168,0.000034734574,0.000033362336,0.001065189,0.00018082267,0.00437351],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99616146,0.0017200563,0.00041462822,0.00037715572,0.0010580833,0.0002686029],"domain_scores_gemma":[0.9793945,0.012395331,0.0032203896,0.0017255424,0.0027975175,0.00046672317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034523455,0.00027076298,0.00034073537,0.0030705843,0.0015457218,0.0029013338,0.0005009333,0.0004674385,0.006202641],"category_scores_gemma":[0.015886959,0.00030050002,0.00018540403,0.006841814,0.0023434253,0.002980853,0.0015776227,0.0009534799,0.00081134273],"study_design_candidate":"qualitative","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":[0.0008672709,0.00042200024,0.24338543,0.0021668046,0.00007566842,0.0035472244,0.27421913,0.00089338905,0.023822157,0.06853035,0.01679434,0.36527616],"study_design_scores_gemma":[0.00007151638,0.00020602185,0.4103838,0.0011923682,0.00009424384,0.0061983354,0.17020664,0.0036599243,0.012912191,0.008766597,0.38616803,0.00014048265],"about_ca_topic_score_codex":0.009854699,"about_ca_topic_score_gemma":0.012225838,"teacher_disagreement_score":0.009854699,"about_ca_system_score_codex":0.001319778,"about_ca_system_score_gemma":0.0018906883,"threshold_uncertainty_score":0.020749867},"labels":[],"label_agreement":null},{"id":"W4283168338","doi":"10.1075/lic.00022.par","title":"Character perspective shift sequences and embodiment markers in signed and spoken discourse","year":2022,"lang":"en","type":"article","venue":"Languages in Contrast","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Character (mathematics); Perspective (graphical); Linguistics; Narrative; Psychology; Set (abstract data type); Gesture; Repetition (rhetorical device); Duration (music); Simple past; Mathematics; Computer science; Literature; Artificial intelligence; Art; Grammar; Philosophy","score_opus":0.012925614653289985,"score_gpt":0.3374987461801502,"score_spread":0.3245731315268602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283168338","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":[0.9944377,0.00017564259,0.0020674698,0.000030454068,0.0000050652284,0.000015438258,0.00012818757,0.000026162872,0.0031138784],"genre_scores_gemma":[0.9980215,0.000075467484,0.0012373587,0.0000042826287,0.0000038406847,0.00001190819,0.00010237427,0.000007594569,0.00053567893],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99933666,0.0002968092,0.00003787913,0.0001076725,0.00017496501,0.000045907855],"domain_scores_gemma":[0.9956097,0.0022731295,0.0010398708,0.00029022215,0.0006161189,0.0001709664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062896113,0.00022563481,0.00012676955,0.0016382057,0.0004964825,0.0011699699,0.00015270514,0.0002593696,0.0029500523],"category_scores_gemma":[0.005418071,0.00009555668,0.00008991191,0.0010117862,0.00095922354,0.0006863546,0.0007194576,0.00019826491,0.00021277067],"study_design_candidate":"observational","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":[0.0015099919,0.000115982126,0.20362426,0.00081500335,0.00009500231,0.0023670692,0.25372416,0.001169714,0.30089563,0.007772425,0.0007769711,0.22713374],"study_design_scores_gemma":[0.00002301693,0.0005120142,0.85720706,0.00019169612,0.000039755014,0.0033088166,0.09644535,0.003387667,0.02246218,0.0014158685,0.014917669,0.00008882212],"about_ca_topic_score_codex":0.005605559,"about_ca_topic_score_gemma":0.007965374,"teacher_disagreement_score":0.005605559,"about_ca_system_score_codex":0.000602039,"about_ca_system_score_gemma":0.00033248446,"threshold_uncertainty_score":0.01114583},"labels":[],"label_agreement":null},{"id":"W4283796718","doi":"10.1075/lic.00020.jan","title":"Embodied cognition","year":2022,"lang":"en","type":"article","venue":"Languages in Contrast","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":10,"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 Manitoba","funders":"","keywords":"Embodied cognition; Linguistics; Meaning (existential); Narrative; Cognition; Sign language; Space (punctuation); Iconicity; Affect (linguistics); Psychology; Spoken language; American Sign Language; Computer science; Philosophy; Artificial intelligence","score_opus":0.02488802894089136,"score_gpt":0.34288045602001516,"score_spread":0.3179924270791238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283796718","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":[0.04130569,0.011055887,0.07117091,0.011938235,0.000616038,0.00006645899,0.00026297726,0.00018916269,0.8633946],"genre_scores_gemma":[0.9377819,0.0047794767,0.016860355,0.0015324363,0.0001999628,0.00008475739,0.0002853865,0.00006573322,0.038410045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998963,0.00043015426,0.000047539346,0.00022669138,0.000258883,0.00007373437],"domain_scores_gemma":[0.9989743,0.0004738965,0.00010413893,0.00019662837,0.00015949865,0.00009162295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097282743,0.00054265076,0.00032914014,0.0010632626,0.00104457,0.0049605784,0.0007188959,0.0016092958,0.012944718],"category_scores_gemma":[0.0029546563,0.00014328392,0.000397226,0.00066989486,0.008168026,0.0043373914,0.0028032975,0.0014028449,0.0012330895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019314504,0.000016236594,0.0004351788,0.00016976378,0.000017616389,0.00012495853,0.0056495913,0.000849155,0.00072142796,0.9673681,0.0028276942,0.021800973],"study_design_scores_gemma":[0.000018005443,0.000032304168,0.00086726836,0.00019744593,0.000016295537,0.0002505619,0.0027473671,0.0011276098,0.00042085978,0.8571915,0.13711047,0.000020274263],"about_ca_topic_score_codex":0.0021533342,"about_ca_topic_score_gemma":0.0012984087,"teacher_disagreement_score":0.012944718,"about_ca_system_score_codex":0.002208641,"about_ca_system_score_gemma":0.0011904819,"threshold_uncertainty_score":0.043304443},"labels":[],"label_agreement":null}]}