{"id":"W2884350287","doi":"10.1109/icstw.2018.00037","title":"Test Automation - Automation of What?","year":2018,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Automation; Software deployment; Computer science; Test (biology); Software engineering; 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":[0.009956521,0.001273564,0.001083392,0.001574391,0.001391655,0.006121934,0.002118524,0.002816621,0.00412388],"category_scores_gemma":[0.03855169,0.0006114836,0.001059574,0.001553674,0.0112014,0.01430038,0.002214727,0.005457983,0.002240422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110017,"about_ca_system_score_gemma":0.001927869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958074,"about_ca_topic_score_gemma":0.001117164,"domain_scores_codex":[0.9861397,0.006971302,0.0007486861,0.00158189,0.003729815,0.000828611],"domain_scores_gemma":[0.9640515,0.02149709,0.001894686,0.008032015,0.003534324,0.000990404],"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":[0.0002274084,0.0002443173,0.006156376,0.0009611631,0.00007599057,0.000722316,0.004788392,0.005994813,0.00832422,0.6443397,0.01960372,0.3085615],"study_design_scores_gemma":[0.00004666985,0.0002252067,0.003111929,0.0006604187,0.00004858213,0.001524523,0.002105048,0.01822904,0.009903985,0.8728446,0.09119947,0.0001005602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.030974,0.009063547,0.8183428,0.05252244,0.001367103,0.0003229183,0.0002835699,0.004452548,0.08267108],"genre_scores_gemma":[0.7062572,0.005205406,0.2640664,0.008115008,0.001340975,0.0003427849,0.0003450148,0.001088806,0.01323834],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009956521,"threshold_uncertainty_score":0.05265576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758810390222934,"score_gpt":0.2754708383392292,"score_spread":0.2578827344369999,"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."}}