{"id":"W1513444374","doi":"","title":"Estimation of the pressing force in blade forming application","year":2007,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Pressing; Isothermal process; Blade (archaeology); Turbine blade; Materials science; Mechanics; Computer simulation; Hot pressing; Mechanical engineering; Turbine; Composite material; Physics; Engineering; Thermodynamics","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":[0.0001631872,0.00006666029,0.00005903878,0.0001014699,0.00003143469,0.00002506196,0.00008012923,0.00005689211,0.000002825287],"category_scores_gemma":[0.00001764775,0.00006095097,0.00001721344,0.00008350125,0.00001756317,0.0001946478,0.00001061406,0.00009506681,8.292658e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005135247,"about_ca_system_score_gemma":0.000008503451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000120106,"about_ca_topic_score_gemma":0.00001895861,"domain_scores_codex":[0.9994163,0.000007761753,0.0002431554,0.00009209398,0.0001662376,0.00007444196],"domain_scores_gemma":[0.9997079,0.00007495758,0.00006530294,0.0000833235,0.00005321221,0.0000153368],"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":[0.00001083667,0.000007266375,0.0004663821,0.00001001132,0.000003401662,5.017597e-8,0.0002665825,0.9584261,0.001163495,0.01747319,2.242669e-7,0.02217245],"study_design_scores_gemma":[0.0001507006,0.000004722463,0.001544666,0.00006477635,0.000002836412,3.380347e-7,0.00004057776,0.9853245,0.002177511,0.01062592,0.00000613189,0.00005734222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4107689,0.000007344827,0.5874939,0.00002822323,0.00006237328,0.00007651193,0.000001623433,0.00002132365,0.001539803],"genre_scores_gemma":[0.9974948,0.00001055208,0.002410511,0.00001229041,0.00002144981,0.000004171637,0.00001417541,0.000008244902,0.00002386599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5867258,"threshold_uncertainty_score":0.2485509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925869694058862,"score_gpt":0.2829549729467598,"score_spread":0.2536962760061712,"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."}}