{"id":"W2154023151","doi":"10.1109/cseet.2010.40","title":"An Open Modern Software Testing Laboratory Courseware &amp;#150; An Experience Report","year":2010,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Florida Institute of Technology; Purdue University","keywords":"Software testing; Computer science; Software engineering; Software; Test (biology); Test strategy; System integration testing; Software development; Software construction; Engineering management; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009467826,0.000237554,0.0002590603,0.00005914311,0.0004207306,0.001569021,0.004114502,0.0001302124,0.00003672082],"category_scores_gemma":[0.0003654502,0.0002158759,0.00002784241,0.0005711424,0.00007190895,0.002219552,0.0006547554,0.0003085285,0.00005432797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002203341,"about_ca_system_score_gemma":0.0004301068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005695214,"about_ca_topic_score_gemma":0.0003005078,"domain_scores_codex":[0.9976025,0.0001183672,0.0004370345,0.0009472167,0.0004275118,0.0004673978],"domain_scores_gemma":[0.9963797,0.0001103334,0.000232466,0.002326083,0.0005519936,0.0003994027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004567399,0.002950991,0.48473,0.0001449103,0.0001033822,0.002664552,0.03927237,0.01549451,0.1867278,0.03747673,0.02090627,0.2094828],"study_design_scores_gemma":[0.002024892,0.001090263,0.05318706,0.0003240734,0.00002685543,0.00396322,0.00122866,0.7742983,0.004537914,0.009128111,0.1455124,0.004678264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3156587,0.00001046038,0.6797392,0.00006192393,0.0008271707,0.0002177705,0.00001192322,0.0008742674,0.002598578],"genre_scores_gemma":[0.7007982,8.598548e-8,0.2983437,0.0002257544,0.0001704836,0.00002408499,0.00003741054,0.00001584348,0.0003844265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7588038,"threshold_uncertainty_score":0.9994674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05066793942231204,"score_gpt":0.3324443917051855,"score_spread":0.2817764522828735,"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."}}