{"id":"W4399658139","doi":"10.1117/12.3020644","title":"The quad-mirror optical telescope concept for the Maunakea Spectroscopic Explorer","year":2024,"lang":"en","type":"article","venue":"","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telescope; Optics; Optical telescope; Computer science; Reflecting telescope; Physics; Astronomy; Remote sensing; Geology","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":[0.001462042,0.0005074641,0.0002132555,0.0006164687,0.0008242363,0.001367663,0.001458135,0.001025689,0.005630844],"category_scores_gemma":[0.0009471898,0.0004202107,0.0005467216,0.000305475,0.0006836369,0.001431416,0.001150695,0.001071612,0.002226013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660493,"about_ca_system_score_gemma":0.00173362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065317,"about_ca_topic_score_gemma":0.003139727,"domain_scores_codex":[0.9993168,0.00006219401,0.00002182728,0.00009656453,0.0004103918,0.00009221707],"domain_scores_gemma":[0.9993007,0.00004736835,0.00007922272,0.0001091317,0.0003480009,0.0001155584],"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":[0.0005719966,0.0001453012,0.006044704,0.0008610668,0.00005395988,0.0005179187,0.0006618731,0.005045894,0.4992359,0.1744199,0.02943143,0.28301],"study_design_scores_gemma":[0.0001642189,0.002910205,0.0147193,0.0002691586,0.00008885944,0.004995089,0.0003789447,0.03024456,0.1041756,0.0163248,0.825554,0.0001751834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07380532,0.004222207,0.7755704,0.00340123,0.001807621,0.0009920063,0.0007111327,0.002954099,0.1365359],"genre_scores_gemma":[0.3274251,0.001168661,0.6310723,0.001149812,0.0002872463,0.0004963989,0.0003845177,0.0002491382,0.03776681],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005630844,"threshold_uncertainty_score":0.01883709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928675367354934,"score_gpt":0.2525970157832315,"score_spread":0.2333102621096821,"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."}}