{"id":"W7051583337","doi":"","title":"Optical coatings for conventional and unusual applications and computer methods for their design and manufacture","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Optical coating; Computer Aided Design; 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":[0.0003943541,0.0003681073,0.0003132235,0.0005820445,0.0004507867,0.0008142231,0.0005308942,0.0007747097,0.01125749],"category_scores_gemma":[0.0006299702,0.0004000489,0.0002541489,0.0005311397,0.0005813764,0.0008535799,0.0003338559,0.0009524403,0.0024804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588523,"about_ca_system_score_gemma":0.0004004885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259374,"about_ca_topic_score_gemma":0.001952257,"domain_scores_codex":[0.9996493,0.00002327393,0.00001575143,0.00003668711,0.0002602487,0.00001471431],"domain_scores_gemma":[0.9997126,0.00008890821,0.00002754855,0.00006509609,0.00009328099,0.0000124686],"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":[0.0001359991,0.00009104581,0.0003633049,0.001321951,0.00002298686,0.0001531446,0.0001526012,0.002114409,0.4730762,0.1071623,0.04649802,0.3689079],"study_design_scores_gemma":[0.00005748228,0.0002080047,0.001928892,0.0001116287,0.00003546051,0.0009384531,0.00005146657,0.01368381,0.2996881,0.0128927,0.6703385,0.00006552073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05358125,0.04298929,0.6460627,0.004077076,0.008409129,0.0005707504,0.0005642987,0.002167876,0.2415777],"genre_scores_gemma":[0.1632114,0.02414517,0.5743007,0.0006772254,0.0007894863,0.0003723955,0.0005269712,0.0005579048,0.2354187],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01125749,"threshold_uncertainty_score":0.03766006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206061882281466,"score_gpt":0.2843755755707231,"score_spread":0.2623149567479084,"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."}}