{"id":"W4205848612","doi":"10.3390/ma15020472","title":"Effect of Strain Rate Sensitivity on Fracture of Laminated Rings under Dynamic Compressive Loading","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Ductility (Earth science); Fracture (geology); Volume fraction; Strain rate; Finite element method; Core (optical fiber); Fracture toughness; Cladding (metalworking); Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007874926,0.000117338,0.0003136742,0.00009694917,0.00003360548,0.000008905929,0.00006453253,0.00004356073,0.0003423852],"category_scores_gemma":[0.0000387709,0.0001109351,0.00003611688,0.00008162132,0.00002008132,0.000045657,0.00004420267,0.0000805746,0.000002687734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006398422,"about_ca_system_score_gemma":0.000003376914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002026843,"about_ca_topic_score_gemma":5.649434e-7,"domain_scores_codex":[0.9991227,0.0003113912,0.000234181,0.00009632586,0.0001285466,0.000106889],"domain_scores_gemma":[0.9994542,0.0002460047,0.0001138811,0.0001526409,0.00001818086,0.00001507097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004862186,0.000008227114,0.00001172232,0.0002261196,0.00002529912,0.000004328838,0.00008066509,0.05840136,0.9406586,0.0001974403,0.0000212844,0.0003163049],"study_design_scores_gemma":[0.0002074846,0.0001627651,0.001663424,0.00005052218,0.00001483398,0.000002317722,0.00001066736,0.005320138,0.9921197,0.0003189053,0.00003981602,0.00008937897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981148,0.000008582466,0.0008660104,0.000006691431,0.0001927514,0.0002467198,0.0002405318,0.000183554,0.0001403165],"genre_scores_gemma":[0.9997693,0.000001074493,0.0000779945,0.00001443187,0.000007699496,0.00001471682,0.00005789223,0.00002590624,0.00003096654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05308123,"threshold_uncertainty_score":0.4523803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004925067435056552,"score_gpt":0.2470033079223211,"score_spread":0.2420782404872646,"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."}}