{"id":"W2007293407","doi":"10.5555/2666527.2666530","title":"Clone detection meets semantic web-based transitive closure computation","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Source code; Transitive relation; Transitive closure; Semantic Web; Programming language; Theoretical computer science; Data mining; Artificial intelligence; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005155579,0.0008336508,0.00152747,0.004669365,0.001887534,0.004421458,0.001825623,0.001456184,0.002206592],"category_scores_gemma":[0.03786172,0.0006605132,0.003113327,0.002084219,0.004013483,0.00847498,0.00351489,0.001932573,0.0005754963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286614,"about_ca_system_score_gemma":0.002805996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005114637,"about_ca_topic_score_gemma":0.004015755,"domain_scores_codex":[0.989633,0.002202489,0.0008407282,0.002619159,0.004055239,0.0006495003],"domain_scores_gemma":[0.9670228,0.02088475,0.002789105,0.004835406,0.003952299,0.0005155067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006403883,0.0005213376,0.01222782,0.0007386027,0.0002920578,0.001686022,0.002562437,0.08576128,0.02797849,0.5357401,0.004599097,0.3272523],"study_design_scores_gemma":[0.00006610424,0.0001203528,0.001286022,0.00008274432,0.0001335042,0.0005291421,0.0004025154,0.502102,0.0269465,0.4627632,0.005501851,0.00006600332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04853596,0.0001159983,0.9443917,0.0004298717,0.00004261093,0.0002240045,0.000205049,0.002075445,0.003979369],"genre_scores_gemma":[0.5482215,0.0001627576,0.4481103,0.0001971833,0.00009648673,0.0003103111,0.0008451759,0.0003686463,0.001687704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005155579,"threshold_uncertainty_score":0.02726561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490950808167024,"score_gpt":0.2585350348256658,"score_spread":0.2436255267439955,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}