{"id":"W4391576513","doi":"10.1093/mnras/stae369","title":"Search for brown dwarfs in IC 1396 with <i>Subaru</i> HSC: interpreting the impact of environmental factors on substellar population","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Agencia Estatal de Investigación; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; National Astronomical Observatory of Japan; European Commission; Ministerio de Ciencia e Innovación; Fondo Nacional de Desarrollo Científico y Tecnológico; Queen's University; Ministry of Finance; University of Maryland; Chinese Academy of Sciences; Department of Science and Technology, Republic of South Africa; Korea Astronomy and Space Science Institute; Space Telescope Science Institute; Eötvös Loránd Tudományegyetem; Academia Sinica; Los Alamos National Laboratory; Center for Advanced Study, University of Illinois at Urbana-Champaign; European Space Agency; Johns Hopkins University; National Central University; Agencia Nacional de Investigación y Desarrollo; Department of Science and Technology, Ministry of Science and Technology, India; Gordon and Betty Moore Foundation; Queen's University Belfast; Science and Engineering Research Board; National Science Foundation; Durham University; Smithsonian Institution; National Aeronautics and Space Administration; Entomological Society of America","keywords":"Physics; Brown dwarf; Astronomy; Astrophysics; Population; Astrobiology; Stars; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001273361,0.000170068,0.0002192344,0.001085006,0.0005999369,0.0003719229,0.0002811323,0.0001736572,0.0008043312],"category_scores_gemma":[0.0002338652,0.00008270117,0.0002094453,0.0007256631,0.000190697,0.0001647686,0.0005387659,0.000140178,0.0002675943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611978,"about_ca_system_score_gemma":0.0002270598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009645679,"about_ca_topic_score_gemma":0.01567133,"domain_scores_codex":[0.999909,0.000005786209,0.000004683214,0.00002931378,0.000023011,0.00002820523],"domain_scores_gemma":[0.999737,0.0000233105,0.00006917733,0.00002198335,0.0000433855,0.0001052821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000737271,0.00002811998,0.9795921,0.00001410768,0.00002417046,0.0001524055,0.0001658659,0.0004639666,0.01372069,0.00008919652,0.0003567755,0.005318874],"study_design_scores_gemma":[0.000001607728,0.00001403438,0.9971842,0.000001574256,0.000007658735,0.00006675911,0.0002013209,0.0009593663,0.001208841,0.00003273046,0.0003195481,0.000002244073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992139,0.00001904165,0.000125646,0.000008843273,0.000001130263,0.000002892123,0.0002360604,0.000017248,0.0003751918],"genre_scores_gemma":[0.9987281,0.0000108827,0.0003662963,0.000005372061,0.000002974525,0.000002226675,0.0007348408,0.000004695874,0.0001445814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009645679,"threshold_uncertainty_score":0.01917905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00887460420120711,"score_gpt":0.2255154816622096,"score_spread":0.2166408774610024,"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."}}