{"id":"W2671880942","doi":"","title":"A Quantitative Approach to Non-Intrusive Computing","year":2010,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Deliverable; Focus (optics); Ubiquitous computing; Software; Human–computer interaction; Intrusion; Computer security; Data science; Internet privacy; Engineering","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":[0.005031512,0.001465709,0.0009844252,0.002203563,0.001623121,0.004018046,0.00318802,0.001914497,0.004549054],"category_scores_gemma":[0.01560891,0.0008845048,0.001469854,0.001710632,0.009465792,0.009849265,0.002766395,0.004015462,0.0006252058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675246,"about_ca_system_score_gemma":0.001766456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418493,"about_ca_topic_score_gemma":0.0009647938,"domain_scores_codex":[0.9933965,0.002505666,0.0003354836,0.0008826371,0.002383912,0.0004957181],"domain_scores_gemma":[0.9874538,0.006867301,0.001108267,0.002739378,0.001362951,0.0004681846],"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":[0.000003831421,0.00001359452,0.00009607811,0.00004647128,0.000007725568,0.00002409554,0.0001089108,0.007387956,0.0003353545,0.9892418,0.0003196635,0.00241457],"study_design_scores_gemma":[0.000005286159,0.00002317983,0.0001070227,0.0000231419,0.000009943189,0.00006248767,0.00007060544,0.06145824,0.0003662595,0.932313,0.005545406,0.00001543063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003941573,0.0005476574,0.9788199,0.001223599,0.00008936988,0.00007108641,0.00006172408,0.0001543728,0.01509067],"genre_scores_gemma":[0.6003775,0.002276458,0.3811482,0.0007942086,0.000727794,0.0007641016,0.0001459099,0.000275059,0.01349076],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005031512,"threshold_uncertainty_score":0.02666593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815597908544437,"score_gpt":0.286546029224847,"score_spread":0.2683900501394026,"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."}}