{"id":"W59263885","doi":"","title":"Designing a vortal for detecting Java programs cyberplagiarism","year":2003,"lang":"en","type":"article","venue":"International Conference on Internet Computing","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Java; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002355249,0.0002065175,0.0002056537,0.0001483798,0.0004037572,0.0003973813,0.0006535684,0.0004378648,0.000363361],"category_scores_gemma":[0.002259005,0.0002164586,0.0001454527,0.0001315032,0.000167528,0.0002141465,0.00005726145,0.001073775,0.00008121773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215676,"about_ca_system_score_gemma":0.0002259996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022945,"about_ca_topic_score_gemma":0.0004573418,"domain_scores_codex":[0.9977273,0.0003027521,0.000433291,0.0004395994,0.0005727368,0.0005243199],"domain_scores_gemma":[0.9982658,0.0006767037,0.0002671385,0.000112854,0.0005437097,0.0001337868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004496952,0.00006563426,0.002118011,0.00000775628,0.00008376719,0.000008499282,0.01310077,0.0000483995,0.0005496041,0.9313505,0.000722589,0.05189951],"study_design_scores_gemma":[0.003695954,0.001076809,0.0005110077,0.002847462,0.0001175498,0.0001189616,0.06605522,0.2523857,0.03514658,0.1557343,0.4794883,0.002822154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1089245,0.00002510725,0.4191833,0.001364588,0.00350053,0.0006351178,0.000006111687,0.0002614702,0.4660992],"genre_scores_gemma":[0.9789008,0.000007721322,0.01683533,0.0004126421,0.0005833366,0.00002044786,0.00001640228,0.00002042651,0.003202888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8699763,"threshold_uncertainty_score":0.8826925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755772918499983,"score_gpt":0.3508650255070308,"score_spread":0.2752877336570325,"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."}}