{"id":"W4311681216","doi":"10.22215/etd/2022-15332","title":"Principles and Properties for Reducing the Prevalence of Implicit Interactions in System Designs.","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Focus (optics); Comprehension; Set (abstract data type); Formal methods; Graph; Quality (philosophy); Risk analysis (engineering); Theoretical computer science; Software engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02825519,0.002558868,0.00132944,0.003318749,0.002393039,0.004754448,0.003342613,0.003780489,0.005492996],"category_scores_gemma":[0.1079674,0.003268164,0.003911305,0.001918616,0.0137939,0.0146013,0.007830416,0.01189047,0.001874142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278665,"about_ca_system_score_gemma":0.005587887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204031,"about_ca_topic_score_gemma":0.001154358,"domain_scores_codex":[0.9643008,0.01221266,0.003404257,0.003588346,0.01512461,0.001369401],"domain_scores_gemma":[0.8513104,0.09115206,0.01225265,0.03456195,0.009138837,0.001584012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001018029,0.0002581046,0.001531696,0.001100734,0.0001240514,0.0002331349,0.001520783,0.0273462,0.005880908,0.8691304,0.002860742,0.08991152],"study_design_scores_gemma":[0.0001303344,0.0003226152,0.000495125,0.0006584215,0.0002045758,0.0005094517,0.0002151859,0.05779003,0.008794121,0.9032936,0.02750279,0.0000837222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003431356,0.0003594855,0.987874,0.001049033,0.0000723039,0.0002827895,0.00005102052,0.0005164639,0.006363654],"genre_scores_gemma":[0.1160568,0.0008512841,0.8770886,0.000792841,0.0002557681,0.001591724,0.0001557454,0.0005402241,0.002666926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02825519,"threshold_uncertainty_score":0.1494296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04918150095013818,"score_gpt":0.2912394590179759,"score_spread":0.2420579580678377,"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."}}