{"id":"W1998009579","doi":"10.1364/ao.47.00c231","title":"2007 Topical Meeting on Optical Interference Coatings: Manufacturing Problem","year":2008,"lang":"en","type":"article","venue":"Applied Optics","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Optics; Daylight; White light; Materials science; Coating; Interference (communication); Optical coating; Light source; Transmission (telecommunications); Optoelectronics; Computer science; Physics; Telecommunications; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197251,0.0002281542,0.0002339168,0.00004080113,0.0001117623,0.00003503571,0.0001937935,0.0001307285,0.00004682338],"category_scores_gemma":[0.00003223316,0.0002137134,0.00004644278,0.00007002943,0.00006423268,0.00004898862,0.00005919785,0.0003750265,0.0002406261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007762554,"about_ca_system_score_gemma":0.00001084637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001744232,"about_ca_topic_score_gemma":0.000001474521,"domain_scores_codex":[0.9986831,0.000007293151,0.0003067147,0.0002444189,0.0003128678,0.0004455953],"domain_scores_gemma":[0.9994409,0.0001235273,0.00002559378,0.0002312084,0.00002677446,0.0001519715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004316153,0.001170323,0.004752801,0.001292588,0.0005377054,0.0004455716,0.003785084,0.5517046,0.1020323,0.1759772,0.005553338,0.1523169],"study_design_scores_gemma":[0.002610476,0.0004258053,0.007286235,0.0005446503,0.00009572013,0.00006642973,0.0005638149,0.03601537,0.9395897,0.002880841,0.007726583,0.002194331],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.691626,0.00003691654,0.01039843,0.0000386717,0.0003038462,0.000235619,0.000001458294,0.0003757222,0.2969833],"genre_scores_gemma":[0.962414,0.00004407854,0.03713831,0.00009807668,0.0001582181,0.00003275864,0.000003137332,0.00004201596,0.00006935554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8375575,"threshold_uncertainty_score":0.8714978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505628535137978,"score_gpt":0.2158328848736703,"score_spread":0.1907765995222905,"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."}}