{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003299865,0.00003682177,0.000046743,0.00001001044,0.00001235323,0.00001197554,0.00002201839,0.00001466001,0.00002059423],"category_scores_gemma":[0.000002473637,0.00002593414,0.000004301301,0.00003625459,0.000004174524,0.00003643091,0.00000683953,0.00001973968,0.000003344407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001144296,"about_ca_system_score_gemma":0.000008314363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001994824,"about_ca_topic_score_gemma":0.000002419038,"domain_scores_codex":[0.9997438,0.000005030402,0.00009765519,0.0000364245,0.0000623696,0.00005472885],"domain_scores_gemma":[0.9999089,0.000003172854,0.00001166554,0.00003442443,0.000008778122,0.00003311242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001498718,0.00001009769,0.002157138,0.001011507,0.00005759306,0.0000017077,0.005112405,0.0001244483,0.9274444,0.01741018,0.007351928,0.03930362],"study_design_scores_gemma":[0.0001497608,0.00001353216,0.006220025,0.00003273822,0.000006438609,0.000001870182,0.0004924262,0.01574648,0.4926804,0.000001330291,0.4845499,0.0001050966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5832713,0.0002845853,0.3795836,0.0005880416,0.0002210621,0.0008680219,0.00005428906,0.002468062,0.03266098],"genre_scores_gemma":[0.9982314,0.00003847302,0.00151964,0.00009481121,0.00001388438,0.000007373063,0.0000571626,0.000005586061,0.00003165547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.477198,"threshold_uncertainty_score":0.1057563,"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."}}