{"id":"W2027532205","doi":"10.1115/imece2003-43036","title":"Control-Oriented Modeling of Thermal Deformation of Machine Tools Based on Inverse Solution of Time-Variant Thermal Loads With Delayed Response","year":2003,"lang":"en","type":"article","venue":"Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Machine tool; Computer science; Transient (computer programming); Solver; Control theory (sociology); Transfer function; Heat transfer; Mechanical engineering; Engineering; Mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003361093,0.0005119477,0.0004645249,0.0002140536,0.0002016578,0.0006350756,0.0008717166,0.0007270947,0.0008219026],"category_scores_gemma":[0.000546554,0.0002922698,0.0005227273,0.0002100529,0.0006414512,0.0005825124,0.0003159386,0.00060838,0.0001703342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453122,"about_ca_system_score_gemma":0.0006181499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068557,"about_ca_topic_score_gemma":0.00246331,"domain_scores_codex":[0.99985,0.00003299967,0.000007250393,0.00002988462,0.00006538691,0.00001429827],"domain_scores_gemma":[0.9998759,0.00005465538,0.00002230741,0.00001446175,0.00002642435,0.000006206093],"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":[0.00001968774,0.00001649795,0.0001347466,0.00002611308,0.000007225171,0.00003891045,0.00003637685,0.9820786,0.006871319,0.005770143,0.00008272122,0.004917675],"study_design_scores_gemma":[0.000001390139,0.000004251051,0.00001881808,5.522107e-7,8.638651e-7,0.000003183839,8.716773e-7,0.9991803,0.0004460018,0.0002263548,0.0001165201,9.29341e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02742833,0.0001248714,0.9693132,0.00006201721,0.00003264265,0.00003485539,0.00002756962,0.000205799,0.002770626],"genre_scores_gemma":[0.8992764,0.0003248917,0.09379534,0.00003683976,0.00003013517,0.0001800984,0.00007701518,0.00006445497,0.006214728],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004068557,"threshold_uncertainty_score":0.008089721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053914662355333,"score_gpt":0.1998367503457815,"score_spread":0.1892976037222282,"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."}}