{"id":"W1964015046","doi":"10.1117/12.926321","title":"Tolerancing the fabrication errors of static optical elements for ELT-size wide-field AO systems","year":2012,"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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Optics; Context (archaeology); Computer science; Polishing; Residual; Adaptive optics; Wavefront; Field of view; Deformable mirror; Tolerance analysis; Telescope; Fabrication; Optical power; Physics; Laser; Materials science; Algorithm","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":[0.0008119236,0.0002705555,0.0004123614,0.0000471877,0.000123995,0.00007834939,0.0005187032,0.00009465707,0.00001181493],"category_scores_gemma":[0.0005193636,0.0002006479,0.0005051279,0.0001775822,0.0001350574,0.000434419,0.0001140636,0.0002266079,9.764478e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009011098,"about_ca_system_score_gemma":0.00002991759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002369743,"about_ca_topic_score_gemma":5.073138e-8,"domain_scores_codex":[0.9979433,3.741633e-8,0.000812413,0.0002489592,0.0005308142,0.0004644224],"domain_scores_gemma":[0.9970779,0.0006177872,0.0005975908,0.0000703723,0.001525229,0.0001111446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008634246,0.000176534,0.004691237,0.0003775652,0.0006275165,8.507597e-9,0.0004837229,0.0003813975,0.1453274,0.8450417,0.002210327,0.000596267],"study_design_scores_gemma":[0.005621604,0.001532343,0.00961253,0.001951167,0.001719269,0.00001091666,0.03135227,0.471093,0.4432462,0.01682066,0.01520004,0.001839921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909894,0.00007142466,0.004021544,0.001164532,0.0003379589,0.0008742991,0.00005450338,0.00002189381,0.00246448],"genre_scores_gemma":[0.9239559,0.000008332046,0.07503111,0.00006060655,0.0006021896,0.000126691,0.000008873018,0.0000453102,0.0001609452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.828221,"threshold_uncertainty_score":0.8182184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278140203014211,"score_gpt":0.2401800393272792,"score_spread":0.2273986372971371,"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."}}