{"id":"W1681165416","doi":"10.1002/9780470061572.eqr105","title":"Group Maintenance Policies","year":2007,"lang":"en","type":"other","venue":"Encyclopedia of Statistics in Quality and Reliability","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Generalization; Feature (linguistics); State (computer science); Computer science; Group (periodic table); Mathematics; Algorithm","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":[0.002948096,0.0006290313,0.0007873643,0.0008318433,0.0007613678,0.001312669,0.002382445,0.0009996926,0.007128506],"category_scores_gemma":[0.007516185,0.000262554,0.0004755695,0.0007814584,0.0009028027,0.002275711,0.001323518,0.001078623,0.001433284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034682,"about_ca_system_score_gemma":0.0008843173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007689514,"about_ca_topic_score_gemma":0.0006965532,"domain_scores_codex":[0.9974964,0.0007863871,0.0001499431,0.0004962257,0.0007524655,0.0003185781],"domain_scores_gemma":[0.993733,0.002229142,0.0007915162,0.002138749,0.0007490713,0.0003584642],"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":[0.0009588285,0.0005867571,0.006930531,0.0004291976,0.0001695981,0.0006236782,0.0005751404,0.3245998,0.01311203,0.2568957,0.03616043,0.3589582],"study_design_scores_gemma":[0.0001870319,0.000446137,0.001631882,0.00007311441,0.0000836796,0.0007168108,0.0001273839,0.7619203,0.00993607,0.1845188,0.04030811,0.00005069164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1024292,0.001002811,0.8709275,0.0009078517,0.0003910673,0.0002990578,0.0003306775,0.002007522,0.02170438],"genre_scores_gemma":[0.8631154,0.0003540858,0.1258041,0.0002247285,0.0002164221,0.0002443466,0.000339695,0.0002006512,0.009500527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007128506,"threshold_uncertainty_score":0.02384722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066407379303127,"score_gpt":0.2700272141882417,"score_spread":0.2593631403952105,"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."}}