{"id":"W2795675718","doi":"10.26698/ao4elt5.0042","title":"Double-Pyramid Wavefront Sensors: Tolerance Relaxation and Cheaper Alternatives using Achromatic Double-Roof Prisms","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Adaptive Optics for Extremely Large Telescopes 5","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Achromatic lens; Pyramid (geometry); Roof; Optics; Wavefront; Computer science; Materials science; Optoelectronics; Physics; Engineering; Structural engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000423383,0.0004306051,0.0005670042,0.00007708582,0.001161171,0.0003394597,0.0005854687,0.00009878295,0.0000112688],"category_scores_gemma":[0.00004086145,0.0003401024,0.0002278298,0.00007877751,0.000405197,0.0009178094,0.0004497857,0.0002689126,0.000002166562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007778435,"about_ca_system_score_gemma":0.00005602835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000144345,"about_ca_topic_score_gemma":0.000007623685,"domain_scores_codex":[0.9979628,0.000009066223,0.0005476609,0.0005474428,0.0003706773,0.0005623445],"domain_scores_gemma":[0.9973869,0.00004952795,0.001373045,0.0003682967,0.0007052248,0.0001169805],"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":[0.002705858,0.0008780279,0.02965639,0.000601289,0.001024262,0.000002027306,0.007644324,0.001093689,0.2434248,0.7042368,0.0001948379,0.008537759],"study_design_scores_gemma":[0.02182746,0.0007927031,0.02467282,0.003691285,0.001148337,0.00002232582,0.009767583,0.4513084,0.4237976,0.0576048,0.002733467,0.002633234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763141,0.0001564721,0.01393992,0.0001827611,0.0002119305,0.001403274,0.00007738092,0.00002764878,0.007686467],"genre_scores_gemma":[0.9455975,0.00001329511,0.05313508,0.00001643612,0.0003556634,0.0000299011,0.000005623171,0.00007213461,0.0007743149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.646632,"threshold_uncertainty_score":0.9999051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246996563016391,"score_gpt":0.2839954181961969,"score_spread":0.241525452566033,"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."}}