{"id":"W2097180485","doi":"10.1109/test.1993.470702","title":"On the design for testability of communication software","year":2002,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Testability; Computer science; Software engineering; Software; Protocol (science); Communications protocol; Software design; Software testing; Software development; Programming language; Reliability engineering; Engineering; Operating system; Medicine","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":[0.02128507,0.001875651,0.001367398,0.002592105,0.001051069,0.003727252,0.002340422,0.002676302,0.002326009],"category_scores_gemma":[0.1011393,0.0009373249,0.001420206,0.001467762,0.007476758,0.006685016,0.002548883,0.003444647,0.0006158105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895391,"about_ca_system_score_gemma":0.002263942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444212,"about_ca_topic_score_gemma":0.0007584731,"domain_scores_codex":[0.9660067,0.01886872,0.002502601,0.00193576,0.00944632,0.001239858],"domain_scores_gemma":[0.8437489,0.1309021,0.006682872,0.009622689,0.008105667,0.0009376756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004048359,0.0003342782,0.004629564,0.001502112,0.0001785047,0.0008810728,0.001669631,0.08814137,0.0147843,0.5890618,0.002385938,0.2960266],"study_design_scores_gemma":[0.0004191028,0.001220779,0.001748855,0.0011728,0.0002978804,0.001640186,0.0004421486,0.2691486,0.04827462,0.6457341,0.0297512,0.0001496973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01340519,0.001123625,0.978202,0.001007275,0.00006130398,0.0002195453,0.0000287972,0.000539418,0.005412814],"genre_scores_gemma":[0.3621602,0.002320024,0.6311439,0.0006243273,0.0002831751,0.001105853,0.0002165397,0.000434208,0.001711748],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02128507,"threshold_uncertainty_score":0.1125675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029819367783208,"score_gpt":0.275747610347289,"score_spread":0.1727656735689682,"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."}}