{"id":"W2029671591","doi":"10.1117/12.669844","title":"Nanoengineered parabolic liquid mirrors","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Coating; Optics; Viscosity; Liquid crystal; Materials science; Optical coating; Rotation (mathematics); Physics; Optoelectronics; Nanotechnology; Computer science; Composite material","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":[0.0002487862,0.000360552,0.0002022997,0.0001644534,0.0002267872,0.0005256567,0.0008710909,0.0006151476,0.001807917],"category_scores_gemma":[0.0003673235,0.0002739977,0.0003012223,0.0001254609,0.0003596764,0.0006591873,0.0005151839,0.0006358711,0.001014749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247769,"about_ca_system_score_gemma":0.0003775462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120462,"about_ca_topic_score_gemma":0.0012841,"domain_scores_codex":[0.9995785,0.0000284769,0.00002308506,0.00007298808,0.0002503895,0.00004652427],"domain_scores_gemma":[0.9997302,0.00003400385,0.00006900034,0.00005454911,0.00008074193,0.00003156133],"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":[0.00002938241,0.00001623762,0.0001950395,0.00004818915,0.000004488941,0.00007388569,0.00004539047,0.0005524346,0.9923614,0.0009613357,0.0002422861,0.005469917],"study_design_scores_gemma":[0.00001140291,0.0001600575,0.000477397,0.000005069042,0.000006364197,0.0001108395,0.00001355854,0.004475691,0.9850537,0.0001103509,0.009558226,0.00001728853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.852327,0.00566493,0.1130936,0.0006783732,0.0006952198,0.0003274135,0.0004972193,0.001877071,0.02483929],"genre_scores_gemma":[0.8736093,0.001884736,0.1005406,0.0001784513,0.00005282602,0.0001066787,0.0002690428,0.0001022701,0.02325609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807917,"threshold_uncertainty_score":0.006048143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077721420129369,"score_gpt":0.2235494730702976,"score_spread":0.2127722588690039,"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."}}