{"id":"W3121134954","doi":"10.2139/ssrn.3289564","title":"Mixed frequency models with MA components","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Environmental science","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":[0.002846348,0.001845152,0.001549501,0.001181624,0.0006652717,0.002715891,0.003209632,0.00357368,0.01241979],"category_scores_gemma":[0.01245585,0.001283861,0.002427158,0.001463831,0.0007283909,0.003210617,0.001470391,0.002623252,0.004779875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005636286,"about_ca_system_score_gemma":0.0006686345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265278,"about_ca_topic_score_gemma":0.005696987,"domain_scores_codex":[0.9978466,0.00105766,0.0001066616,0.0005601451,0.0002368802,0.0001920155],"domain_scores_gemma":[0.9926565,0.005178452,0.0004782293,0.0009982503,0.00057443,0.0001141881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005718464,0.0002681185,0.003825138,0.0002495516,0.0009859686,0.0003116262,0.0003241321,0.7453681,0.002361105,0.1509412,0.004725388,0.0900678],"study_design_scores_gemma":[0.00002828373,0.00006626496,0.0006272049,0.00001969022,0.00009834761,0.00005694295,0.00002434049,0.9748229,0.0002858651,0.02150145,0.002440311,0.00002845284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02328471,0.000510495,0.9707949,0.0004190107,0.0002680128,0.00005956973,0.0005588339,0.0005108672,0.003593549],"genre_scores_gemma":[0.7348325,0.001058273,0.1966091,0.00042654,0.0007767066,0.0006949133,0.002179552,0.0004005115,0.06302184],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01241979,"threshold_uncertainty_score":0.04154831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169995468938552,"score_gpt":0.2499374507082793,"score_spread":0.2282374960188938,"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."}}