{"id":"W155298354","doi":"","title":"utilización de la plataforma hadoop para la detección de potencial plagio con indicadores de probabilidad de certeza de las táreas enviadas a un sistema de administración de cursos (aplicable para sidweb o metis)","year":2010,"lang":"es","type":"dissertation","venue":"","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008872605,0.001425103,0.001367433,0.001797169,0.001561087,0.002100192,0.001540154,0.0007365591,0.001912577],"category_scores_gemma":[0.03453882,0.0008645856,0.0009608316,0.002184215,0.0008852657,0.003259385,0.001125827,0.002059917,0.00047375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338059,"about_ca_system_score_gemma":0.005542811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02530696,"about_ca_topic_score_gemma":0.02549434,"domain_scores_codex":[0.9941806,0.001875496,0.0008688858,0.001044722,0.001612111,0.0004181267],"domain_scores_gemma":[0.967127,0.01894446,0.001859889,0.004509566,0.006422363,0.001136722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002424143,0.001302262,0.04588855,0.001229918,0.0006989393,0.0004430802,0.00160307,0.1944543,0.02758959,0.004704685,0.0226625,0.6969991],"study_design_scores_gemma":[0.0001778084,0.0001568156,0.003288771,0.00003291764,0.0000793038,0.00008183702,0.0003316192,0.9741261,0.01448718,0.004328565,0.002855951,0.00005310119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.244573,0.0004531512,0.6717172,0.00197186,0.0003735637,0.002209014,0.005439922,0.07052092,0.002741443],"genre_scores_gemma":[0.4544591,0.0001081924,0.5413239,0.0001282138,0.0000315488,0.0005480323,0.001962232,0.0005581327,0.0008806842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9992635,"threshold_uncertainty_score":0.05031931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017137249856617,"score_gpt":0.3341958641859531,"score_spread":0.3170586143293361,"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."}}