{"id":"W2339933919","doi":"10.1007/978-3-319-48251-4_129","title":"Furnace Pressure Control Technology for Fuel Efficiency","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alcoa (Canada); Hatch (Canada)","funders":"","keywords":"Engineering; Reduction (mathematics); Process engineering; Environmental science; Waste management; Flow (mathematics); Automotive engineering; Nuclear 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":[0.0001937853,0.0009975648,0.0006533409,0.000641832,0.0004425284,0.001416224,0.001042418,0.0007628651,0.01853348],"category_scores_gemma":[0.0003552792,0.0004294616,0.0004563866,0.0008550753,0.0008255828,0.001704061,0.000821901,0.002304533,0.007071448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958896,"about_ca_system_score_gemma":0.0004957436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009603624,"about_ca_topic_score_gemma":0.00158535,"domain_scores_codex":[0.9996595,0.00001971125,0.000006728477,0.00005152248,0.0002487323,0.00001384272],"domain_scores_gemma":[0.9999491,0.00001839585,0.000003394731,0.000009464125,0.00001734737,0.000002281979],"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":[0.00004780638,0.00006990821,0.0000809862,0.0006639934,0.00002485936,0.00007159539,0.0001231243,0.01824424,0.02132727,0.3214288,0.07669766,0.5612197],"study_design_scores_gemma":[0.00001136991,0.00006075811,0.0004627357,0.0002314971,0.00002799828,0.0002503276,0.00005078821,0.04277653,0.0279274,0.1343202,0.7938385,0.0000419418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002887731,0.03793857,0.385713,0.001757467,0.00256238,0.00006484332,0.0002842677,0.001466236,0.5673255],"genre_scores_gemma":[0.07077873,0.03992748,0.09840918,0.0006016539,0.00141533,0.0001370242,0.0004692147,0.001103825,0.7871575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01853348,"threshold_uncertainty_score":0.06200063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004030147756567008,"score_gpt":0.1856823723093172,"score_spread":0.1816522245527502,"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."}}