{"id":"W2479619206","doi":"10.1117/12.2231905","title":"Planet detection down to a few λ/D: an RSDI/TLOCI approach to PSF subtraction","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Victoria","funders":"","keywords":"Exoplanet; Subtraction; Background subtraction; Planet; Noise (video); Speckle pattern; Speckle noise; Point target","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":[0.0005403473,0.0007845939,0.0005880948,0.002272193,0.0005778036,0.001702661,0.001465647,0.0006714775,0.005489246],"category_scores_gemma":[0.001269354,0.0005288344,0.000895972,0.001632504,0.0003122634,0.001320862,0.001949105,0.001062512,0.006026823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009311261,"about_ca_system_score_gemma":0.0008105144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216418,"about_ca_topic_score_gemma":0.004516264,"domain_scores_codex":[0.9993949,0.00003744829,0.00002309861,0.0002166953,0.0002420708,0.00008579604],"domain_scores_gemma":[0.9992514,0.00004782276,0.00006277012,0.0002198096,0.0003639158,0.00005428267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003594244,0.0001950842,0.00760756,0.0002529264,0.0001441764,0.0002428763,0.0002507272,0.009202124,0.2828659,0.01504388,0.01101796,0.6728173],"study_design_scores_gemma":[0.00006738541,0.0004072032,0.03859446,0.00009248737,0.0002035505,0.002030897,0.0002607226,0.3739601,0.4173451,0.01830495,0.1485326,0.0002005936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04291186,0.001038463,0.9147339,0.00026839,0.0001425745,0.00008370055,0.001480249,0.01195745,0.0273835],"genre_scores_gemma":[0.1485787,0.0004445845,0.8357561,0.0002159495,0.00008466016,0.0001011521,0.004887045,0.001008073,0.008923806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005489246,"threshold_uncertainty_score":0.01836342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116645801641363,"score_gpt":0.2180366965514326,"score_spread":0.2068702385350189,"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."}}