{"id":"W7049261116","doi":"","title":"Numerical methods for design and manufacture of multilayer coatings","year":2005,"lang":"en","type":"other","venue":"NPARC","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numerical analysis; Finite element method; Coating; Computer simulation; Welding","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":[0.0005723101,0.0007055383,0.0006256665,0.0006157832,0.0004439117,0.0006939235,0.0009870713,0.0009251834,0.008876842],"category_scores_gemma":[0.002169238,0.000600622,0.0006035181,0.0005495586,0.0003524794,0.0006511987,0.0006517342,0.0009569573,0.002469065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006964626,"about_ca_system_score_gemma":0.0009903782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655041,"about_ca_topic_score_gemma":0.003793783,"domain_scores_codex":[0.999723,0.00005484526,0.00001484564,0.00002145018,0.0001684143,0.0000173325],"domain_scores_gemma":[0.9994398,0.0001962511,0.00005563419,0.00009790679,0.0001927089,0.00001776443],"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":[0.0001199888,0.000102499,0.0006125213,0.0006539224,0.00008665284,0.00008235245,0.0001171354,0.6882342,0.03320058,0.05732657,0.0165884,0.2028752],"study_design_scores_gemma":[0.00003334546,0.00001619923,0.0001224664,0.00002899946,0.000009316391,0.00002472605,0.000009593608,0.9738133,0.004755952,0.00646044,0.01471637,0.000009273241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003954018,0.000550151,0.9786622,0.0001505696,0.0002218105,0.00007832738,0.0002447933,0.0006939862,0.01544413],"genre_scores_gemma":[0.07329179,0.0007878654,0.9090483,0.00008830497,0.00007222076,0.0003986013,0.0004573006,0.0005469391,0.01530871],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008876842,"threshold_uncertainty_score":0.02969593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251659220120976,"score_gpt":0.3303967611390409,"score_spread":0.3052308391269433,"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."}}