{"id":"W2913059018","doi":"10.5430/ijba.v10n1p61","title":"Simplified Machine Diagnosis Techniques in Absolute Deterioration Factor by Using the 2nd Order AR Model","year":2018,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bicoherence; Autoregressive model; Mahalanobis distance; Kurtosis; Autocorrelation; Autoregressive–moving-average model; Series (stratigraphy); Computer science; Algorithm; Applied mathematics; Function (biology); Nonlinear autoregressive exogenous model; Mathematics; Statistics; Bispectrum; Artificial intelligence; Spectral density","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007370741,0.001008373,0.0008680778,0.00127605,0.0003736871,0.0008384295,0.0008160216,0.0006395534,0.002574054],"category_scores_gemma":[0.001947635,0.0003755369,0.0009386324,0.0007763647,0.000385898,0.001351017,0.0005078113,0.001061155,0.0009531506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411104,"about_ca_system_score_gemma":0.0006825523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006364442,"about_ca_topic_score_gemma":0.006198043,"domain_scores_codex":[0.9991399,0.0001634446,0.00006236247,0.000210239,0.0003757604,0.00004824046],"domain_scores_gemma":[0.9994654,0.0001871113,0.0000713523,0.00009544242,0.0001695829,0.00001116718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001896501,0.00009907191,0.001920045,0.0005845595,0.0001246214,0.0004125064,0.0003549005,0.3525721,0.05204869,0.02417418,0.002795961,0.5647237],"study_design_scores_gemma":[0.00001341066,0.000130157,0.001670903,0.00001815424,0.00003493763,0.0002551032,0.0000321781,0.9812164,0.007485769,0.004156637,0.004953851,0.00003251731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007489599,0.0004804773,0.9897423,0.00005485709,0.00005210036,0.00002290201,0.00003327685,0.0007365657,0.001387957],"genre_scores_gemma":[0.5137833,0.001386798,0.4766125,0.00009290902,0.0001206978,0.0001322738,0.0003632689,0.0001860392,0.00732213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006364442,"threshold_uncertainty_score":0.01265478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066683867368071,"score_gpt":0.2850507130290612,"score_spread":0.2643838743553805,"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."}}