{"id":"W1988710923","doi":"10.1017/s1743921311020035","title":"Direct imaging and spectroscopy of planets and brown dwarfs in wide orbits","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Direct imaging; Exoplanet; Planet; Brown dwarf; Physics; Stars; Astronomy; Astrophysics; Planetary system; Astrobiology; 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":[0.0001565219,0.0001926752,0.0001352236,0.001047241,0.0002604878,0.0003662574,0.0001776215,0.0002170366,0.0009919362],"category_scores_gemma":[0.0001809327,0.0001738968,0.00009934618,0.0004907172,0.000270724,0.0003230993,0.0006835466,0.0001711874,0.0002149314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284124,"about_ca_system_score_gemma":0.00006897612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008316954,"about_ca_topic_score_gemma":0.002116266,"domain_scores_codex":[0.999904,0.000008396367,0.000003321108,0.00004249879,0.00001714565,0.00002459285],"domain_scores_gemma":[0.9998472,0.00002052514,0.00003905082,0.00001690985,0.0000228676,0.00005333605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002283423,0.00007919102,0.414002,0.00007045887,0.00009006303,0.0005134773,0.0006258652,0.0002851512,0.5606859,0.0005366963,0.0003738388,0.02250916],"study_design_scores_gemma":[0.000009094784,0.0001294452,0.9724142,0.00001037054,0.00004472982,0.0008816355,0.0004582916,0.0006897128,0.02326836,0.0003728668,0.00171359,0.000007707118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976248,0.0002340226,0.0007099478,0.00001843274,0.000002215572,0.000002467605,0.0001145854,0.00001835859,0.001275144],"genre_scores_gemma":[0.9981241,0.00009803439,0.0008950773,0.00001539163,0.000006662239,0.000002332282,0.0001836832,0.00000406556,0.0006706966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001047241,"threshold_uncertainty_score":0.003318369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004203993472769127,"score_gpt":0.2026977612596499,"score_spread":0.1984937677868807,"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."}}