{"id":"W4414937336","doi":"10.1364/ao.575022","title":"Measurement and simulation of wavefront deformation induced by a high-power CW laser in thin-film optical filters","year":2025,"lang":"en","type":"article","venue":"Applied Optics","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Wavefront; Metrology; Laser; Interferometry; Wavefront sensor; Adaptive optics; Optical path length; Thermal; Optical path","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":[0.0002197867,0.0002835147,0.0002355222,0.0001850651,0.0002391566,0.0004239864,0.0004113661,0.0007723229,0.0009606205],"category_scores_gemma":[0.0004886595,0.0002191583,0.0003340836,0.0002649134,0.0004638917,0.000338588,0.0001808294,0.0003235969,0.0001311856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945363,"about_ca_system_score_gemma":0.000631647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006652743,"about_ca_topic_score_gemma":0.005325942,"domain_scores_codex":[0.9998816,0.00001014326,0.000004483094,0.00002108455,0.00005899357,0.00002354616],"domain_scores_gemma":[0.9997466,0.0001291492,0.00004480661,0.00002831739,0.00003982341,0.00001127981],"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":[0.0001559954,0.0001276116,0.003350456,0.0001184195,0.00002140274,0.0002017054,0.0001494598,0.7780539,0.2103569,0.001147065,0.0001863652,0.00613082],"study_design_scores_gemma":[0.000008600052,0.00005477247,0.001629259,0.00000431923,0.000004456749,0.00001525943,0.00002475898,0.9708002,0.02720095,0.0000797626,0.0001701209,0.0000075975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650924,0.00008173948,0.03182425,0.00007498912,0.00001442878,0.00003254046,0.000209357,0.0001825538,0.002487851],"genre_scores_gemma":[0.9896403,0.00006133621,0.009379348,0.000009044702,0.000001635676,0.00003553173,0.00006631323,0.00002052809,0.0007859192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006652743,"threshold_uncertainty_score":0.01322806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007464781327847873,"score_gpt":0.2015825571602652,"score_spread":0.1941177758324173,"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."}}