{"id":"W3129261065","doi":"10.2118/203861-ms","title":"P-PLE: Practical Product Line Qualification","year":2021,"lang":"en","type":"article","venue":"SPE Thermal Well Integrity and Design Symposium","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Computer science; Scope (computer science); Risk analysis (engineering); Product (mathematics); Confidentiality; New product development; Statement of work; Work (physics); Reliability engineering; Computer security; Engineering; Business","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":[0.003592409,0.0008077472,0.0003324993,0.000963955,0.0006077825,0.001755187,0.001460826,0.00113706,0.06142759],"category_scores_gemma":[0.006918828,0.0005966059,0.0003050341,0.0005443318,0.0006019599,0.002157157,0.001557556,0.001050824,0.02880884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004721306,"about_ca_system_score_gemma":0.0008591245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00093306,"about_ca_topic_score_gemma":0.0009756981,"domain_scores_codex":[0.9967848,0.000820908,0.0001480177,0.0002568701,0.001833877,0.0001555175],"domain_scores_gemma":[0.9960117,0.0008019371,0.0001790693,0.001118919,0.001772175,0.0001162008],"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":[0.000753731,0.000658978,0.003939999,0.000706909,0.00002790387,0.0009324559,0.0007151163,0.02487817,0.1118288,0.02453943,0.1432369,0.6877815],"study_design_scores_gemma":[0.000350819,0.00252075,0.009383082,0.0004208873,0.0000396867,0.002826588,0.0004443468,0.1691406,0.1936081,0.01311752,0.6079955,0.0001521631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03734463,0.0001951901,0.7215316,0.0007489443,0.0002338045,0.001564458,0.001776076,0.04739006,0.1892153],"genre_scores_gemma":[0.3995848,0.0002805399,0.4378515,0.0005723895,0.00008194665,0.001104578,0.00457276,0.005924155,0.1500272],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06142759,"threshold_uncertainty_score":0.2054958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845945970240725,"score_gpt":0.3131775904602026,"score_spread":0.2547181307577954,"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."}}