{"id":"W1573064007","doi":"10.1002/9780470029558.ch7","title":"Common Control Loops","year":2006,"lang":"en","type":"other","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Gas compressor; Boiler (water heating); Pressure control; Control (management); Flow control (data); Control system; Loop (graph theory); Engineering; Control theory (sociology); Mechanical engineering; Computer science; Physics; Thermodynamics; Mathematics; Electrical engineering","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":[0.001245068,0.002010003,0.001188364,0.002051722,0.00174942,0.004079897,0.003299666,0.001456209,0.07390572],"category_scores_gemma":[0.003912396,0.0005677877,0.00112359,0.001605023,0.001313002,0.003752468,0.004046303,0.001730771,0.01982279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380305,"about_ca_system_score_gemma":0.001544048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304482,"about_ca_topic_score_gemma":0.003859959,"domain_scores_codex":[0.9964616,0.0002633599,0.0001605658,0.001022562,0.001693015,0.0003989006],"domain_scores_gemma":[0.9973637,0.0003433103,0.0001482455,0.0009971748,0.001045999,0.0001014481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008491504,0.0003250763,0.0007827263,0.0009503107,0.0001026374,0.0002609424,0.0006923158,0.02271083,0.02279213,0.2486931,0.07488191,0.6269588],"study_design_scores_gemma":[0.0002940272,0.0005410707,0.0009658663,0.0003451976,0.0001818102,0.0006376799,0.0002101069,0.1442452,0.07554404,0.1313552,0.6454815,0.0001982214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01106066,0.001467955,0.7455765,0.0002624043,0.001310656,0.0006275135,0.001494225,0.02357049,0.2146296],"genre_scores_gemma":[0.4782198,0.001774149,0.1767426,0.0009691017,0.00106793,0.001107557,0.00495925,0.005647536,0.3295121],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07390572,"threshold_uncertainty_score":0.2472393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004254355473401144,"score_gpt":0.1832588546696043,"score_spread":0.1790044991962032,"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."}}