{"id":"W7061737070","doi":"","title":"Sensor Placement and Diagnosability Analysis at Design Stage","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signature (topology); Set (abstract data type); Fault (geology); Fault detection and isolation; Task (project management); Observable; Matrix (chemical analysis); Control theory (sociology)","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":[0.0008283696,0.0008556809,0.0005594494,0.0007868854,0.0003408395,0.0009379275,0.0005561525,0.0005219691,0.003027236],"category_scores_gemma":[0.00271346,0.0003847173,0.0005199946,0.0003374455,0.0009967891,0.001276035,0.0005336269,0.0006852787,0.0004865918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007568402,"about_ca_system_score_gemma":0.001054245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008461811,"about_ca_topic_score_gemma":0.0006947725,"domain_scores_codex":[0.9987938,0.0002482838,0.00005733456,0.0002030038,0.0006147222,0.00008275995],"domain_scores_gemma":[0.9987771,0.0006411792,0.0001478422,0.0001758762,0.0002367255,0.0000212424],"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":[0.0002042472,0.00008440598,0.002384457,0.0008178439,0.00006444832,0.0005867049,0.000332124,0.4132805,0.1654286,0.1711327,0.001134943,0.2445491],"study_design_scores_gemma":[0.00003733292,0.0002997692,0.001161737,0.00008766876,0.00005863655,0.0003663758,0.0001521627,0.7083619,0.1392837,0.1393152,0.01083849,0.00003702788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01046572,0.0001130403,0.9866506,0.000071612,0.00001399437,0.00004533835,0.00003418401,0.0004106263,0.00219484],"genre_scores_gemma":[0.570511,0.0004095627,0.4254152,0.00006431663,0.00003588195,0.0002295277,0.0001997612,0.000140816,0.002993796],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003027236,"threshold_uncertainty_score":0.01012707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649113632292095,"score_gpt":0.3013497867383393,"score_spread":0.2748586504154184,"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."}}