{"id":"W2025983811","doi":"10.1179/146580100101540914","title":"Sensitivity of operating conditions and material properties for thermoforming process","year":2000,"lang":"en","type":"article","venue":"Plastics Rubber and Composites Macromolecular Engineering","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Thermoforming; Materials science; Composite material; Deformation (meteorology); Forming processes; Process (computing); Sensitivity (control systems); Computer science","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":[0.001355052,0.000745171,0.0006461445,0.000581905,0.0004646679,0.001064092,0.0005489207,0.000995329,0.004468174],"category_scores_gemma":[0.007380298,0.000412462,0.0003264037,0.0006403383,0.0004786696,0.001050783,0.0007978125,0.0007884586,0.00107301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009778,"about_ca_system_score_gemma":0.0003414508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007062628,"about_ca_topic_score_gemma":0.0005193615,"domain_scores_codex":[0.9985003,0.0001832387,0.0001276047,0.0003845273,0.0005339351,0.0002703667],"domain_scores_gemma":[0.9953327,0.002813654,0.0004668572,0.0006344007,0.0005909437,0.0001614355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001761604,0.0001406784,0.00631329,0.0003188775,0.00005485306,0.0005528163,0.0003397392,0.008761938,0.9657673,0.0004319005,0.0008930766,0.01466408],"study_design_scores_gemma":[0.00001998784,0.0003819683,0.01138647,0.00003805447,0.00004072876,0.0003494048,0.0001984765,0.009734116,0.9744835,0.0003863185,0.002925168,0.00005571757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831774,0.001828692,0.009498754,0.0002745947,0.000126594,0.00008685001,0.0008006846,0.0006252694,0.003581225],"genre_scores_gemma":[0.9968632,0.0004880122,0.001364373,0.00007177616,0.00001560738,0.00004485606,0.000464998,0.0001387793,0.0005484253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004468174,"threshold_uncertainty_score":0.01494753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005522047404044605,"score_gpt":0.2036774541028253,"score_spread":0.1981554066987807,"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."}}