{"id":"W2141763303","doi":"","title":"A Study for Detection of Drift in S ensor Measurements","year":2012,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003774201,0.0006519371,0.0005876031,0.001266136,0.0005095804,0.001043008,0.0005940075,0.0009466345,0.0005263067],"category_scores_gemma":[0.01634948,0.0002752267,0.0005415342,0.001071885,0.0007236676,0.002598364,0.0007385795,0.001127179,0.0001492908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009508454,"about_ca_system_score_gemma":0.0008220988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795451,"about_ca_topic_score_gemma":0.00140579,"domain_scores_codex":[0.997664,0.0006378448,0.000116742,0.0004135765,0.001081781,0.00008606438],"domain_scores_gemma":[0.9942123,0.003790438,0.0005287666,0.0002944773,0.001105838,0.00006829217],"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":[0.0007481092,0.0002151769,0.0514877,0.0008873907,0.0004071142,0.0008333398,0.0008043891,0.2885654,0.05958804,0.1363872,0.003633835,0.4564424],"study_design_scores_gemma":[0.00002927103,0.0002775104,0.01293418,0.00007417478,0.00004379222,0.0005309429,0.0001322031,0.9473557,0.02255499,0.008547836,0.007467453,0.00005195017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1387254,0.003084003,0.8531612,0.00060257,0.0002019479,0.00009167706,0.0001265507,0.0004170765,0.003589537],"genre_scores_gemma":[0.8138751,0.002406526,0.1803301,0.000242397,0.0003324153,0.00009562812,0.0003827091,0.0001023835,0.002232875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003795451,"threshold_uncertainty_score":0.01996011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699147708934205,"score_gpt":0.3080139167365311,"score_spread":0.1380991458431106,"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."}}