{"id":"W7052166030","doi":"","title":"A review on hot embossing process modeling for microstructures: \"theoretical and numerical development\"","year":2004,"lang":"en","type":"report","venue":"NPARC","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Process modeling; Numerical modeling; Finite element method; Process control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319134,0.001067909,0.00159656,0.001321335,0.000290336,0.001154475,0.001720477,0.001393797,0.002671034],"category_scores_gemma":[0.001469588,0.000618378,0.0008415238,0.002350528,0.000787395,0.0017549,0.0004650251,0.001232393,0.002666105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211064,"about_ca_system_score_gemma":0.001271265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692008,"about_ca_topic_score_gemma":0.00182429,"domain_scores_codex":[0.9995561,0.00007435241,0.00004816635,0.00007991087,0.0002178127,0.00002361954],"domain_scores_gemma":[0.9991295,0.0004288297,0.00004717321,0.00005978626,0.0003179308,0.00001691913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001087241,0.0001149487,0.0003887141,0.01675515,0.0001741614,0.0003085041,0.0001739642,0.04906102,0.01457605,0.106035,0.08276364,0.7295402],"study_design_scores_gemma":[0.00002765406,0.0002766205,0.0009180684,0.002812605,0.0002193838,0.0008180649,0.00007678118,0.03490805,0.01553665,0.04372532,0.9005906,0.00009030794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001304393,0.8637503,0.1248511,0.001476742,0.002472383,0.00004150461,0.000152427,0.0002432882,0.005707889],"genre_scores_gemma":[0.01048321,0.9459775,0.0331062,0.0005108694,0.00146447,0.0000770718,0.000245938,0.000118912,0.008015862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002671034,"threshold_uncertainty_score":0.008935511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249846175515728,"score_gpt":0.2936953816112171,"score_spread":0.2711969198560598,"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."}}