{"id":"W3112515455","doi":"10.1117/12.2563178","title":"Development and status of MAPS, the MMT AO exoPlanet characterization system","year":2020,"lang":"en","type":"article","venue":"","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Herzberg Institute of Astrophysics","funders":"","keywords":"Exoplanet; Characterization (materials science); Computer science; Astrobiology; Astronomy; Physics; Planet; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452258,0.0004519172,0.0002702366,0.001245147,0.0006595103,0.001623622,0.001209724,0.0004729872,0.00594081],"category_scores_gemma":[0.001167767,0.000317412,0.0002332601,0.0007625013,0.0003713662,0.001706661,0.0008911607,0.0007330194,0.003079147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279835,"about_ca_system_score_gemma":0.002153881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552742,"about_ca_topic_score_gemma":0.01663224,"domain_scores_codex":[0.9993848,0.00003475969,0.00001317281,0.0001245119,0.0003721371,0.00007054439],"domain_scores_gemma":[0.9989092,0.00004305975,0.00008691701,0.0002023905,0.0006045311,0.0001537839],"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":[0.0008671602,0.0001957941,0.04925039,0.0004251126,0.0001440168,0.0002210808,0.0006713627,0.008869551,0.1180489,0.01072216,0.1146645,0.6959199],"study_design_scores_gemma":[0.0001025411,0.0004188615,0.08918916,0.0001710988,0.0001231887,0.0002900911,0.0003753342,0.03974546,0.06816255,0.002397656,0.798937,0.00008702518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3729027,0.007810887,0.2811308,0.006478884,0.0010268,0.001136009,0.04601728,0.09522812,0.1882685],"genre_scores_gemma":[0.4902795,0.002726527,0.3639099,0.001275833,0.0004591263,0.0006392869,0.07882863,0.00417082,0.05771041],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01552742,"threshold_uncertainty_score":0.03087407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394875405138026,"score_gpt":0.1802051606955644,"score_spread":0.1562564066441841,"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."}}