{"meta":{"query_hash":"66c8180c2453","filters":{"venue":"Conference of the European Chapter of the Association for Computational Linguistics"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/66c8180c2453","api":"https://metacan.xera.ac/api/v1/cohort?venue=Conference+of+the+European+Chapter+of+the+Association+for+Computational+Linguistics"},"results":[{"id":"W2250762230","doi":"","title":"Similarity Patterns in Words (Invited talk)","year":2012,"lang":"en","type":"article","venue":"Conference of the European Chapter of the Association for Computational Linguistics","topic":"Natural Language Processing Techniques","field":"Computer Science","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 Alberta","funders":"","keywords":"Morpheme; Similarity (geometry); Sketch; Computer science; Natural language processing; Linguistics; Presentation (obstetrics); Artificial intelligence; Natural (archaeology); History; Philosophy","score_opus":0.03261942453279171,"score_gpt":0.2696888129044976,"score_spread":0.23706938837170588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250762230","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047354903,0.00032701372,0.93413943,0.0041279406,0.003750806,0.0009581594,0.00024541028,0.00019499352,0.008901338],"genre_scores_gemma":[0.95331365,0.0000014987291,0.046217263,0.00021710955,0.00013949326,0.0000020867744,0.0000060404245,0.000009530843,0.00009333227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987983,0.00018430148,0.00035709195,0.00012844811,0.0003653786,0.00016647312],"domain_scores_gemma":[0.9978909,0.00032696142,0.0006823934,0.00028825435,0.00078469893,0.000026827893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010506952,0.00010122176,0.00014606526,0.000060852995,0.00008078741,0.000041233267,0.0011688658,0.000041388674,0.0000017447032],"category_scores_gemma":[0.0031639559,0.00007134105,0.00010830392,0.0001787169,0.000041200597,0.00008070499,0.00045698768,0.00015862896,9.626974e-7],"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":[0.000012844122,0.00019441375,0.14779769,0.000118771975,0.00005783826,5.7267266e-7,0.002524618,0.002105642,0.00045037194,0.841917,0.0004038637,0.0044163982],"study_design_scores_gemma":[0.0011310362,0.00007467686,0.42927095,0.0006982039,0.00007525003,0.0000036895003,0.000057121906,0.08489853,0.013144908,0.46530268,0.0047806003,0.00056237227],"about_ca_topic_score_codex":0.00001366316,"about_ca_topic_score_gemma":0.000006625381,"teacher_disagreement_score":0.9059587,"about_ca_system_score_codex":0.000078762,"about_ca_system_score_gemma":0.000032760097,"threshold_uncertainty_score":0.37877792},"labels":[],"label_agreement":null},{"id":"W2901256112","doi":"","title":"Proceedings of the EACL 2012 Joint Workshop of LINGVIS & UNCLH","year":2012,"lang":"en","type":"article","venue":"Conference of the European Chapter of the Association for Computational Linguistics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Joint (building); Engineering; Architectural engineering","score_opus":0.039615400340741805,"score_gpt":0.262296469403868,"score_spread":0.22268106906312624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901256112","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1841443,0.0036008467,0.67839897,0.01174083,0.016121471,0.005058047,0.0006903698,0.0005616542,0.099683486],"genre_scores_gemma":[0.9428624,0.0000025551276,0.0563997,0.00006332307,0.0001788724,0.0000018041811,0.0000016767551,0.000013120082,0.0004765461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99848115,0.00007858006,0.0005604513,0.0001376645,0.00057760515,0.00016454438],"domain_scores_gemma":[0.9945394,0.000315802,0.0020034963,0.00028167485,0.0028314814,0.000028192037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012749716,0.00012615076,0.00023068917,0.000053810392,0.000115170704,0.000033054315,0.0016111789,0.000052629377,0.0000021742078],"category_scores_gemma":[0.004779752,0.00007543028,0.00022183657,0.00024786807,0.00013250178,0.000105733394,0.00074077735,0.00017534994,8.398177e-7],"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":[0.000010911961,0.00011230752,0.009136777,0.00016953307,0.00008235761,2.8545234e-8,0.0023273693,0.0006248823,0.0032240353,0.9814677,0.0009557758,0.0018883077],"study_design_scores_gemma":[0.0012874447,0.00016772862,0.13071197,0.0025142336,0.00038077132,0.000005654262,0.00019965628,0.04152404,0.22097613,0.5945254,0.006972195,0.00073476427],"about_ca_topic_score_codex":0.0000050586423,"about_ca_topic_score_gemma":7.3926464e-7,"teacher_disagreement_score":0.7587181,"about_ca_system_score_codex":0.00005304782,"about_ca_system_score_gemma":0.00007350988,"threshold_uncertainty_score":0.57221544},"labels":[],"label_agreement":null},{"id":"W32688152","doi":"10.1016/j.watres.2020.116164","title":"Determining Word Sense Dominance Using a Thesaurus.","year":2006,"lang":"en","type":"article","venue":"Conference of the European Chapter of the Association for Computational Linguistics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":44,"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":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Thesaurus; Natural language processing; Computer science; Word (group theory); Word-sense disambiguation; Artificial intelligence; Dominance (genetics); Similarity (geometry); Information retrieval; Linguistics; WordNet","score_opus":0.029496322816885148,"score_gpt":0.2619333875922081,"score_spread":0.23243706477532294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32688152","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037696403,0.00016539826,0.95127404,0.00059499935,0.0015075661,0.00049203244,0.000073044095,0.00013595284,0.008060562],"genre_scores_gemma":[0.77738947,4.942011e-7,0.22218136,0.000053762255,0.00014587906,0.0000010175593,0.0000019094707,0.000010783726,0.00021533851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987507,0.0001444943,0.00040792546,0.0001803507,0.00037289574,0.00014366505],"domain_scores_gemma":[0.99687123,0.00037183161,0.0011319442,0.00031955843,0.0012904808,0.000014937629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067902106,0.000118937656,0.00016667682,0.00004850915,0.00021530436,0.000098721255,0.000957241,0.00003687454,6.754505e-7],"category_scores_gemma":[0.0019098509,0.00008324044,0.00014575881,0.0001645385,0.00009047596,0.000057591657,0.0003880473,0.000114348746,8.8453226e-7],"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":[0.000012711168,0.000060348728,0.003853712,0.00007319484,0.00004394093,0.0000019174518,0.0006646973,0.016805822,0.0029919008,0.9690679,0.0002108653,0.006213022],"study_design_scores_gemma":[0.00063280447,0.00004124758,0.017475853,0.00054000795,0.00007785591,0.000009308456,0.000014309724,0.34233418,0.01892166,0.617566,0.002039734,0.00034706158],"about_ca_topic_score_codex":0.000015071532,"about_ca_topic_score_gemma":0.0000033166154,"teacher_disagreement_score":0.73969305,"about_ca_system_score_codex":0.00007191125,"about_ca_system_score_gemma":0.00009584134,"threshold_uncertainty_score":0.33944467},"labels":[],"label_agreement":null}]}