{"id":"W1529548342","doi":"10.19173/irrodl.v13i5.1239","title":"Protecting students' intellectual property in the web plagiarism detection process","year":2012,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Intellectual property; Mainstream; Criticism; The Internet; Computer science; Class (philosophy); Architecture; Process (computing); World Wide Web; Plagiarism detection; Service (business); Property (philosophy); Learning Management; Political science; Business; Law; Information retrieval; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02542109,0.00008481577,0.00015322,0.0001291269,0.0002849548,0.0003120566,0.002439819,0.00004729055,0.00003074481],"category_scores_gemma":[0.007461869,0.00004237454,0.00002754395,0.001090641,0.00008901041,0.0005633192,0.0009657413,0.001558669,0.00001323777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009778826,"about_ca_system_score_gemma":0.0001177642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196185,"about_ca_topic_score_gemma":0.00002322805,"domain_scores_codex":[0.9962246,0.001960677,0.0003571504,0.0002005963,0.0009454194,0.0003115519],"domain_scores_gemma":[0.9980111,0.001377783,0.0001249239,0.000196003,0.0002434756,0.00004668243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005000831,0.001560389,0.3533132,0.005083876,0.0001363738,0.00003650868,0.03418943,0.0004239808,0.001499782,0.03524558,0.001358752,0.5666521],"study_design_scores_gemma":[0.007523293,0.001546531,0.1285342,0.0629324,0.00005254766,0.0008151227,0.08568127,0.2589066,0.01468311,0.0144201,0.4230039,0.001900951],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992884,0.03092782,0.1023268,0.04464334,0.0006910597,0.009046461,0.00002113153,0.0001048896,0.01295013],"genre_scores_gemma":[0.9970589,0.002332259,0.00009497643,0.0001678164,0.00004472558,0.0001938287,0.00001033345,0.00000383714,0.00009331616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5647511,"threshold_uncertainty_score":0.8933093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369554263725723,"score_gpt":0.4694045877902428,"score_spread":0.3324491614176705,"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."}}