{"meta":{"query_hash":"196a64424cee","filters":{"venue":"International Workshop on Software Clones"},"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/196a64424cee","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Workshop+on+Software+Clones"},"results":[{"id":"W2007351432","doi":"10.5555/2664398.2664399","title":"An accurate estimation of the Levenshtein distance using metric trees and Manhattan distance","year":2012,"lang":"en","type":"article","venue":"International Workshop on Software Clones","topic":"Software Engineering Research","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Levenshtein distance; Metric (unit); Precision and recall; Computer science; Edit distance; Software; Euclidean distance; Distance measurement; Data mining; Artificial intelligence; Engineering","score_opus":0.036183713733103924,"score_gpt":0.32937564789469387,"score_spread":0.29319193416158995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007351432","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01880349,0.00084059144,0.9784676,0.000052741383,0.000050650997,0.000029995646,0.00007707534,0.00084317836,0.00083458825],"genre_scores_gemma":[0.24828522,0.0008425491,0.7477258,0.00004911811,0.00009746249,0.000088058834,0.0005384202,0.00027625554,0.0020971335],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99553204,0.0008334024,0.00026109375,0.00070819235,0.0024568704,0.00020839629],"domain_scores_gemma":[0.99178773,0.003510188,0.0010029149,0.0010554992,0.0024649913,0.00017864046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897747,0.0010370066,0.0011136916,0.006246792,0.00075731205,0.0016939541,0.001440268,0.001056086,0.0010825295],"category_scores_gemma":[0.015847249,0.00052391127,0.0007026815,0.0040867208,0.0008282042,0.00418226,0.0012333379,0.0011236881,0.0012363879],"study_design_candidate":"simulation_or_modeling","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":[0.00027693153,0.00012512639,0.01718274,0.00043351017,0.0002726095,0.0003689789,0.00076922344,0.07282839,0.052381825,0.037316922,0.004241253,0.8138024],"study_design_scores_gemma":[0.00002332282,0.00039397556,0.01518772,0.0000916693,0.00009338394,0.0020061524,0.00035068326,0.8623321,0.05597183,0.03966514,0.023661619,0.00022236939],"about_ca_topic_score_codex":0.0034338178,"about_ca_topic_score_gemma":0.0032215393,"teacher_disagreement_score":0.006246792,"about_ca_system_score_codex":0.00095459475,"about_ca_system_score_gemma":0.000790544,"threshold_uncertainty_score":0.010036409},"labels":[],"label_agreement":null},{"id":"W2016665229","doi":"10.5555/2662708.2662712","title":"Refactoring clones: a new perspective","year":2013,"lang":"en","type":"article","venue":"International Workshop on Software Clones","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Code refactoring; clone (Java method); Computer science; Perspective (graphical); Software engineering; Software evolution; Software; Position paper; Programming language; Software development; Artificial intelligence; World Wide Web; Software construction","score_opus":0.028413841104992916,"score_gpt":0.30573464085672647,"score_spread":0.27732079975173357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016665229","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010917683,0.1546045,0.61376435,0.14643477,0.0046005263,0.00008625352,0.00012106827,0.0006720531,0.06879881],"genre_scores_gemma":[0.3371057,0.2118305,0.38944355,0.020127414,0.01568043,0.00032745348,0.0002419235,0.0007758041,0.02446721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98592585,0.006589143,0.0008477067,0.0019706858,0.0041396315,0.0005269894],"domain_scores_gemma":[0.9444729,0.041272562,0.002023581,0.0049701966,0.005871368,0.001389418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017076679,0.0019375697,0.0026292447,0.007938069,0.0034809539,0.0144028105,0.0044528376,0.009674592,0.0046562348],"category_scores_gemma":[0.021931432,0.0011981871,0.0018240276,0.0062505226,0.025226707,0.045125615,0.006184084,0.012358208,0.0012464729],"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":[0.000030739717,0.000043447293,0.00033101067,0.0005233065,0.000021522621,0.0002624889,0.0030422918,0.00070221897,0.0006096029,0.9436985,0.0033195477,0.047415305],"study_design_scores_gemma":[0.000037405847,0.00013008906,0.0002946494,0.00069529796,0.0000478117,0.0008662519,0.002796493,0.0044612098,0.0009272837,0.82825327,0.16142581,0.00006438641],"about_ca_topic_score_codex":0.002687897,"about_ca_topic_score_gemma":0.0023757752,"teacher_disagreement_score":0.017076679,"about_ca_system_score_codex":0.0047950647,"about_ca_system_score_gemma":0.003724788,"threshold_uncertainty_score":0.09031123},"labels":[],"label_agreement":null},{"id":"W2104609444","doi":"10.5555/2664398.2664404","title":"Java bytecode clone detection via relaxation on code fingerprint and semantic web reasoning","year":2012,"lang":"en","type":"article","venue":"International Workshop on Software Clones","topic":"Software Engineering Research","field":"Computer Science","cited_by":32,"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 Saskatchewan; Concordia University","funders":"","keywords":"Bytecode; Computer science; Java bytecode; Java; Source code; Programming language; Theoretical computer science; Artificial intelligence; Java applet; Java annotation","score_opus":0.018768790849269648,"score_gpt":0.2805580122239025,"score_spread":0.26178922137463284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104609444","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1335297,0.000320334,0.858931,0.00016908489,0.00001539871,0.00019032513,0.00013165432,0.004646373,0.002066062],"genre_scores_gemma":[0.5517334,0.00015972728,0.44618252,0.000092117094,0.000013449174,0.00013103434,0.0004250698,0.00021935436,0.001043379],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958646,0.00072000106,0.00030369931,0.0008185444,0.002044971,0.00024814677],"domain_scores_gemma":[0.9924436,0.003130745,0.0013012738,0.001322559,0.0016548139,0.0001469828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021146475,0.00066170696,0.0010676999,0.0060265,0.0007218988,0.0019559714,0.0015471072,0.0011513485,0.0011191762],"category_scores_gemma":[0.014268836,0.0004627767,0.0013100567,0.003191207,0.001366529,0.0037486227,0.0022394964,0.0008661783,0.00035112698],"study_design_candidate":"simulation_or_modeling","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":[0.00045376105,0.000382221,0.02948972,0.0004915028,0.00016834792,0.0006506966,0.0014804525,0.043660976,0.07660129,0.023656318,0.0016803825,0.82128435],"study_design_scores_gemma":[0.00004436434,0.00019916479,0.012049282,0.000063453415,0.00014069595,0.0009393359,0.00054847024,0.8845475,0.06420424,0.032899093,0.0042937496,0.00007054943],"about_ca_topic_score_codex":0.0045274966,"about_ca_topic_score_gemma":0.003804771,"teacher_disagreement_score":0.0060265,"about_ca_system_score_codex":0.0011399785,"about_ca_system_score_gemma":0.001523024,"threshold_uncertainty_score":0.0111835},"labels":[],"label_agreement":null}]}