{"id":"W2154023151","doi":"10.1109/cseet.2010.40","title":"An Open Modern Software Testing Laboratory Courseware – 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004151545,0.0008091994,0.0003612949,0.001286488,0.001205085,0.001945174,0.001781942,0.001126937,0.03591935],"category_scores_gemma":[0.005226191,0.0005737304,0.0005467403,0.0009220272,0.0006589464,0.001766784,0.002542714,0.001767968,0.0204853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070043,"about_ca_system_score_gemma":0.002120462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320063,"about_ca_topic_score_gemma":0.004161649,"domain_scores_codex":[0.9978126,0.000472518,0.0001195177,0.0003251554,0.0008855701,0.0003846057],"domain_scores_gemma":[0.9941977,0.0009958002,0.0002126449,0.001099095,0.001618189,0.00187654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003105165,0.008166364,0.007062938,0.0001685507,0.00001245532,0.0006781892,0.002721162,0.001015329,0.02634578,0.002510534,0.06790278,0.8831053],"study_design_scores_gemma":[0.0003295715,0.007910009,0.0503826,0.0003487667,0.00005095759,0.003909123,0.003297955,0.009043052,0.05465369,0.003961197,0.8658977,0.0002154663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4310636,0.00198784,0.3099008,0.004464287,0.001120424,0.004422224,0.00269853,0.03349384,0.2108484],"genre_scores_gemma":[0.3475896,0.001291335,0.3549294,0.001660537,0.0003934191,0.001394729,0.006617398,0.002808164,0.2833154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03591935,"threshold_uncertainty_score":0.1201621,"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."}}