{"id":"W2839161634","doi":"10.1117/12.2314266","title":"Maunakea Spectroscopic Explorer (MSE): instrumentation suite","year":2018,"lang":"en","type":"article","venue":"Ground-based and Airborne Instrumentation for Astronomy VII","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectrograph; Suite; Instrumentation (computer programming); Telescope; Interface (matter); Computer science; Calibration; Systems engineering; Focus (optics); Spectral resolution; Transmission (telecommunications); Remote sensing; Optics; Physics; Engineering; Operating system; Telecommunications; Astronomy; Spectral line","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000918082,0.0004960229,0.0003602238,0.0009838233,0.0006539262,0.001098296,0.0008894856,0.0003956825,0.01051995],"category_scores_gemma":[0.0009512025,0.0002749578,0.000254567,0.0009363822,0.0002547581,0.0007134618,0.001334988,0.000534596,0.007586613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008191355,"about_ca_system_score_gemma":0.001603283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006885525,"about_ca_topic_score_gemma":0.007075541,"domain_scores_codex":[0.9994184,0.00003849743,0.00001937837,0.000122617,0.0003207971,0.00008025766],"domain_scores_gemma":[0.9994239,0.00003503252,0.00004335901,0.00009445348,0.0002845201,0.0001188237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001688746,0.0002947818,0.06032891,0.00071615,0.0002034147,0.0004910203,0.001297899,0.004518091,0.2134058,0.01334978,0.2476164,0.456089],"study_design_scores_gemma":[0.0001336423,0.0005065218,0.1000584,0.00005700088,0.00006458269,0.0007605591,0.0001571715,0.01259881,0.06263115,0.00193199,0.821007,0.00009324134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.2803071,0.001593477,0.1984938,0.001475593,0.0002309883,0.002120916,0.08203544,0.154467,0.2792757],"genre_scores_gemma":[0.5704169,0.001030959,0.220059,0.001062814,0.0002759667,0.001201267,0.1125899,0.007634046,0.08572925],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01051995,"threshold_uncertainty_score":0.03519273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770974497271286,"score_gpt":0.289604183394622,"score_spread":0.2718944384219091,"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."}}