{"id":"W4399670533","doi":"10.1117/12.3018045","title":"SPIDERS: a pathfinder 4th generation planet imager","year":2024,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; ABB (Canada); Herzberg Institute of Astrophysics; University of Victoria; National Research Council Canada","funders":"","keywords":"Pathfinder; Computer science; Astrobiology; Planet; Astronomy; Physics; World Wide Web","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":[0.00003298969,0.00006568906,0.00005121076,0.00007942237,0.00001031853,0.00004329229,0.00003587692,0.00007329404,0.0008064805],"category_scores_gemma":[0.000002690782,0.0000560292,0.00001317308,0.00007907003,0.000009305222,0.00006439009,0.000005815088,0.00008677099,0.0006835213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001761775,"about_ca_system_score_gemma":0.000005479229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202564,"about_ca_topic_score_gemma":0.00001965901,"domain_scores_codex":[0.9996876,0.000003203519,0.0000619709,0.00009176007,0.00004240466,0.0001130973],"domain_scores_gemma":[0.9998715,0.00001071282,0.00000167602,0.00009385387,0.00000315746,0.00001913127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[8.81303e-7,0.0000065594,0.00006473072,0.00004829911,0.00006024788,0.000138728,0.0001111496,0.001128871,0.310279,0.01761058,0.6389418,0.0316091],"study_design_scores_gemma":[0.000113726,0.00002587408,0.00007252509,0.000009430901,0.00001285771,0.0000594065,0.00004684792,0.7247653,0.05294986,0.0009043774,0.2208275,0.0002123029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1289939,0.006975026,0.6533244,0.001769536,0.003650038,0.0004275594,0.00002199179,0.01472935,0.1901082],"genre_scores_gemma":[0.9946988,0.00004793986,0.003363336,0.0001169555,0.0001753921,0.00001320887,0.00003119301,0.00002388704,0.001529331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8657048,"threshold_uncertainty_score":0.8830397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445288438186848,"score_gpt":0.2046765353691337,"score_spread":0.1902236509872653,"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."}}