{"id":"W4415984915","doi":"10.1007/978-3-032-03687-2_1","title":"Compressor Casings","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Bible College","funders":"","keywords":"Casing; Volute; Gas compressor; Nozzle; Piping; Centrifugal compressor; Welding; Axial compressor; Plenum space","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":[0.0001222722,0.0009836874,0.0007030771,0.0009216566,0.001006811,0.001940073,0.001079123,0.00085531,0.0888954],"category_scores_gemma":[0.0004357687,0.0004428551,0.0004554294,0.001044903,0.0007542059,0.001836974,0.001010189,0.001460221,0.0186711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000997189,"about_ca_system_score_gemma":0.0008166739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003846572,"about_ca_topic_score_gemma":0.007327415,"domain_scores_codex":[0.9997693,0.00001418201,0.000005400356,0.00003432504,0.0001613074,0.00001559108],"domain_scores_gemma":[0.9999194,0.00001962453,0.000003654439,0.00001943552,0.00003020383,0.00000765875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007587692,0.00006822827,0.0001595379,0.0003717994,0.00001716847,0.0001427013,0.0001203344,0.02351562,0.007314826,0.3528438,0.2524954,0.3628747],"study_design_scores_gemma":[0.000007737186,0.00003106896,0.0003101879,0.000100123,0.000007636741,0.0001645803,0.00005439174,0.0287666,0.00434961,0.04059002,0.9256003,0.00001776486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001997473,0.005026362,0.06014336,0.0008301731,0.001213373,0.00009384473,0.0004899049,0.001286582,0.928919],"genre_scores_gemma":[0.02560664,0.003615341,0.01345366,0.0001517165,0.0001907624,0.00005897007,0.0004625373,0.0002421825,0.9562182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0888954,"threshold_uncertainty_score":0.2973848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06712875480198018,"score_gpt":0.3117377373937245,"score_spread":0.2446089825917444,"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."}}