{"id":"W1986350222","doi":"10.1115/gt2013-94633","title":"Anti-Optimisation Applied to the Analysis of Rotor/Stator Interaction","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Engineering and Physical Sciences Research Council","keywords":"Control theory (sociology); Stator; Trailing edge; Vibration; Linearity; Computer science; Turbomachinery; Casing; Engineering; Mechanical engineering; Physics; Structural engineering; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001044867,0.0001776704,0.0003223151,0.0004066647,0.00002080947,0.00007768028,0.0002325973,0.000165468,0.000582958],"category_scores_gemma":[0.00001581383,0.0001428544,0.0001435132,0.000474981,0.00001033653,0.00007221908,0.0001294733,0.0002581257,0.00009821327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172702,"about_ca_system_score_gemma":0.00001724579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156776,"about_ca_topic_score_gemma":0.0001452973,"domain_scores_codex":[0.9990928,0.0000177391,0.0003845741,0.0002027513,0.000188273,0.0001139055],"domain_scores_gemma":[0.9991717,0.0000471993,0.0001071863,0.0005454636,0.00007949351,0.00004893211],"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":[0.000002105802,0.000009627312,0.0001041355,0.00004150391,0.0007291138,3.337862e-8,0.000448413,0.9931242,0.001206991,0.0008863757,0.001218101,0.002229402],"study_design_scores_gemma":[0.0000416513,0.000002745399,0.006643461,0.000009584784,0.0004315977,7.530247e-8,0.0001856722,0.9897782,0.002099676,0.00009475146,0.0005530058,0.00015959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.480574,0.00001571141,0.5077886,0.000197621,0.0006637427,0.001013085,0.00005337859,0.0003140462,0.009379749],"genre_scores_gemma":[0.9926732,0.0000229076,0.006577685,0.00006424967,0.00006208156,0.0002274579,0.0002531955,0.000028535,0.00009074282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5120991,"threshold_uncertainty_score":0.6382982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136191526038342,"score_gpt":0.2322119118868476,"score_spread":0.2208499966264642,"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."}}