{"id":"W2122889493","doi":"10.1117/12.459088","title":"Canadian very large optical telescope technical studies","year":2003,"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":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; National Research Council Canada","funders":"","keywords":"Telescope; Physics; Secondary mirror; Active optics; Optics; Aperture (computer memory); Primary mirror; Spitzer Space Telescope; Point spread function; Computer science; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006438123,0.0003533972,0.0005008802,0.0001061736,0.0001773782,0.0001045267,0.0005394322,0.0001488898,0.0000293133],"category_scores_gemma":[0.0003655399,0.0002969915,0.0006041992,0.0002709019,0.0002349123,0.0003475901,0.0001291116,0.0004074301,0.000004189401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750747,"about_ca_system_score_gemma":0.0001147618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524125,"about_ca_topic_score_gemma":0.000009643724,"domain_scores_codex":[0.9978303,1.959929e-8,0.0006137844,0.0004098825,0.0005012376,0.0006447717],"domain_scores_gemma":[0.9977749,0.0001485961,0.0002379056,0.00006792321,0.00152337,0.0002473031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002215298,0.0001111541,0.001348977,0.00009335732,0.0005497533,1.787463e-7,0.0001078016,0.00003961676,0.09022845,0.9037883,0.003547351,0.0001629403],"study_design_scores_gemma":[0.01126799,0.002180044,0.008068283,0.002986201,0.002221975,0.0001101819,0.04441712,0.03378419,0.6311678,0.08359175,0.1748559,0.005348525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771823,0.0001383767,0.0001333686,0.001250861,0.0002568726,0.0004177658,0.00007167248,0.00003968389,0.02050906],"genre_scores_gemma":[0.9026564,0.00003241337,0.09629077,0.00009359066,0.0004160916,0.00005696556,0.000009173362,0.00006255613,0.0003820202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8201965,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126214205109439,"score_gpt":0.2380470826747262,"score_spread":0.2254256621637823,"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."}}