{"id":"W4293282768","doi":"10.1117/12.2630715","title":"Final integration of the Gemini High-Resolution Optical SpecTrograph (GHOST) spectrograph","year":2022,"lang":"en","type":"article","venue":"Ground-based and Airborne Instrumentation for Astronomy IX","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Spectrograph; Resolution (logic); Physics; Optics; Computer science; Astronomy; Artificial intelligence; Spectral line","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002687842,0.0005428515,0.0007516082,0.001318861,0.001477947,0.001739818,0.0007647044,0.0009219346,0.00575726],"category_scores_gemma":[0.002382832,0.0006354062,0.0006027099,0.001181489,0.0002995732,0.001142166,0.001770359,0.001553362,0.003336693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375907,"about_ca_system_score_gemma":0.002657089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525756,"about_ca_topic_score_gemma":0.02698725,"domain_scores_codex":[0.9985226,0.00008023399,0.00005426263,0.000302657,0.0006926929,0.0003476657],"domain_scores_gemma":[0.9965962,0.000103644,0.0001447888,0.0005640287,0.002126602,0.0004648131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004894864,0.001605401,0.1489916,0.000404779,0.0006269487,0.0007468358,0.002741175,0.009008765,0.360173,0.006692129,0.1837099,0.2804046],"study_design_scores_gemma":[0.0002780198,0.001066278,0.5323458,0.0000549668,0.000242785,0.0004431216,0.0003549061,0.01162012,0.1007666,0.001544495,0.3510754,0.000207609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7281068,0.00163603,0.143025,0.002491203,0.003163768,0.001321203,0.03760154,0.02039216,0.06226228],"genre_scores_gemma":[0.5835353,0.000328081,0.2779626,0.001513684,0.0004506115,0.000660544,0.08505125,0.004671259,0.04582663],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01525756,"threshold_uncertainty_score":0.03033751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480994795003896,"score_gpt":0.2592233423614003,"score_spread":0.2444133944113613,"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."}}