{"id":"W1995440937","doi":"10.1145/1865907.1865908","title":"Cheating in Computer Science","year":2010,"lang":"en","type":"article","venue":"Ubiquity","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cheating; Wonder; The Internet; Restructuring; Mathematics education; Psychology; Computer science; Social psychology; World Wide Web; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003949101,0.00003787651,0.00005872658,0.0000583137,0.0004282589,0.00005386425,0.0003447146,0.000220094,0.0002375002],"category_scores_gemma":[0.0006187839,0.00003636641,0.00001509814,0.0003467877,0.0006460736,0.0002523279,0.00006640226,0.001135617,0.0000644137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000467269,"about_ca_system_score_gemma":0.0002603552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503575,"about_ca_topic_score_gemma":0.00825371,"domain_scores_codex":[0.9991618,0.00004075309,0.00009027088,0.0001436432,0.0002891491,0.0002743248],"domain_scores_gemma":[0.9996423,0.0001089883,0.00002573664,0.0000867518,0.00005901637,0.0000771882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006578236,0.00007226122,0.1167926,0.000008475105,0.000001826268,0.000008328714,0.07525839,0.00001582234,0.01560358,0.6010256,0.001354162,0.1898524],"study_design_scores_gemma":[0.001050498,0.00009714494,0.4024909,0.0001471892,0.00001214264,0.00001445414,0.007347096,0.02378093,0.03006056,0.1946961,0.3389779,0.00132504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226295,0.000003424848,0.001685647,0.001873437,0.0007464926,0.00006611126,7.395716e-7,0.00003825597,0.07295644],"genre_scores_gemma":[0.9933165,0.000003310399,0.005599909,0.0004793949,0.0004770282,0.000001438729,2.915226e-7,0.000001583132,0.0001204855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4063295,"threshold_uncertainty_score":0.7612581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921283396855856,"score_gpt":0.3295873800755561,"score_spread":0.3103745461069976,"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."}}