{"id":"W2019298140","doi":"10.1007/s11633-006-0131-8","title":"Grey repairable system analysis","year":2006,"lang":"en","type":"article","venue":"International Journal of Automation and Computing","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Set (abstract data type); Computer science; Sample (material); Foundation (evidence); Reliability theory; Operations research; Mathematics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003419986,0.00007431873,0.0002395079,0.0008475436,0.0001123273,0.0004399149,0.0005317077,0.00003491477,0.00005269102],"category_scores_gemma":[0.0003720346,0.00005770393,0.0001795851,0.0007231245,0.00003078248,0.000327495,0.00006874294,0.0000750811,0.00003909505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008740216,"about_ca_system_score_gemma":0.00003825377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003990258,"about_ca_topic_score_gemma":0.00001060396,"domain_scores_codex":[0.9972132,0.000187939,0.00117975,0.000158501,0.001175166,0.00008544319],"domain_scores_gemma":[0.9962664,0.0005947787,0.001318806,0.0001643826,0.0016062,0.00004941417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007642845,0.0002130665,0.2428972,0.00002011916,0.001495503,0.00009665648,0.001472092,0.1498509,0.00198376,0.503905,0.008333234,0.08965605],"study_design_scores_gemma":[0.0005320154,0.0000301672,0.3021567,0.00007911953,0.0001402552,0.0005748139,0.001559638,0.6739561,0.0002862136,0.01572757,0.004819522,0.0001378168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6835558,0.00007250025,0.3090701,0.0006766334,0.0005063522,0.00004963359,0.000003856469,0.00004732286,0.006017821],"genre_scores_gemma":[0.994606,6.308995e-7,0.004794126,0.00004568118,0.0002879892,5.592933e-7,0.000002758526,0.000003894733,0.0002583846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5241053,"threshold_uncertainty_score":0.4242109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800703276689144,"score_gpt":0.3489360422230822,"score_spread":0.3209290094561908,"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."}}