{"id":"W2031402509","doi":"10.1115/imece2014-38284","title":"Reversing Design Methodology of Ceramic Core for Hollow Turbine Blade Based on Measured Data","year":2014,"lang":"en","type":"article","venue":"Volume 2A: Advanced Manufacturing","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Key Technologies Research and Development Program","keywords":"Decoupling (probability); Shrinkage; Ceramic; Core (optical fiber); Mechanical engineering; Turbine blade; Computer science; Blade (archaeology); Turbine; Materials science; Engineering; Control engineering; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007294752,0.0003432076,0.0006294244,0.0002555215,0.0001465571,0.00001365234,0.0004572776,0.00009902132,0.00001604757],"category_scores_gemma":[0.0003808836,0.000356909,0.00009927538,0.000137894,0.00007932657,0.0002237506,0.00004696198,0.0002440437,0.000006704261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414601,"about_ca_system_score_gemma":0.00001588051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009952985,"about_ca_topic_score_gemma":0.0000410086,"domain_scores_codex":[0.9982435,0.0001414566,0.0003932268,0.0005113962,0.0002179956,0.0004924195],"domain_scores_gemma":[0.9977271,0.001221255,0.00006119575,0.0008569194,0.00005084116,0.00008272057],"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":[0.0002731186,0.00003204852,0.0001071804,0.0005456035,0.000155308,0.000002751995,0.000229829,0.9217938,0.04134966,0.00004482504,0.0008629545,0.03460298],"study_design_scores_gemma":[0.002224426,0.0002528721,0.003100515,0.0001910863,0.0001107739,0.000001496284,0.00003937897,0.4946425,0.4869623,0.00070684,0.01128896,0.0004788174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02847298,0.0003384725,0.9687098,0.0001311426,0.0007687859,0.0007243844,0.0001275351,0.0003206124,0.000406226],"genre_scores_gemma":[0.7782928,0.00004159809,0.2212466,0.00006495379,0.0001015966,0.0000470595,0.00005675924,0.00008512018,0.00006351338],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7498198,"threshold_uncertainty_score":0.9998883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374055727333706,"score_gpt":0.2992137307772936,"score_spread":0.161808158043923,"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."}}