{"id":"W4252151819","doi":"10.1007/978-3-662-53120-4_300693","title":"Tensile Forming","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Ultimate tensile strength; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408187,0.0009549996,0.0005318269,0.000976269,0.001031246,0.001586871,0.0009458582,0.0007532196,0.1010057],"category_scores_gemma":[0.0004547646,0.0004468861,0.0004200788,0.0008861784,0.0009325147,0.001175632,0.001155227,0.001353374,0.03216444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005515061,"about_ca_system_score_gemma":0.0005284174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006763957,"about_ca_topic_score_gemma":0.002130751,"domain_scores_codex":[0.9997109,0.00002098111,0.00000936438,0.00004894228,0.0001866466,0.00002314448],"domain_scores_gemma":[0.9998901,0.00001593181,0.000006657137,0.00003728016,0.00004164212,0.000008411494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003805171,0.00006236413,0.0001204707,0.0003198351,0.00001094894,0.0001125676,0.0002102534,0.005361512,0.01647338,0.3231133,0.1516805,0.5024969],"study_design_scores_gemma":[0.000007131423,0.00005100296,0.0003604687,0.0001103295,0.00001090836,0.000460796,0.00009689975,0.005329601,0.01400993,0.04452867,0.9350157,0.00001844965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001556578,0.001954717,0.04053825,0.0003306732,0.001143371,0.00005227633,0.0001452906,0.0005107421,0.9537682],"genre_scores_gemma":[0.02263486,0.001877934,0.01262284,0.0001609733,0.0002242974,0.00004605918,0.0002567488,0.0002793232,0.961897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1010057,"threshold_uncertainty_score":0.3378977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007307322728970098,"score_gpt":0.1636695039816601,"score_spread":0.15636218125269,"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."}}