{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006208876,0.0001963866,0.0002888908,0.0006063299,0.00005929936,0.00002937756,0.0002592031,0.00009728864,0.000007857638],"category_scores_gemma":[0.00003034442,0.000229081,0.0001217927,0.0005106097,0.00001876354,0.0009135961,0.00004370142,0.0001862449,0.00001723262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881167,"about_ca_system_score_gemma":0.0000111619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003656294,"about_ca_topic_score_gemma":0.002452159,"domain_scores_codex":[0.9987763,0.00008206467,0.0002501151,0.0001942371,0.0003214256,0.0003758222],"domain_scores_gemma":[0.9994287,0.00003393058,0.00006849926,0.0002566903,0.00009671299,0.0001154415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004699081,0.0002122838,0.9651631,0.000058835,0.0001369275,0.000003998235,0.0006036468,0.0003288505,0.03289358,0.000001527415,1.015813e-7,0.0005502034],"study_design_scores_gemma":[0.001656247,0.000113647,0.9372795,0.00006088429,0.0001830227,0.000001192974,0.0006042651,0.000004538377,0.05967171,0.000005514484,0.0001679799,0.0002514576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973115,0.0001073046,0.001698251,0.000003659219,0.0002385234,0.0004496803,0.000006062887,0.000100399,0.00008460821],"genre_scores_gemma":[0.9996168,0.000005639864,0.00002531682,0.000007156998,0.00005944273,0.000004526453,0.000004045568,0.00003178302,0.0002452676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02788352,"threshold_uncertainty_score":0.9341653,"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."}}