{"id":"W1974493970","doi":"10.1086/513066","title":"Evolution of Brown Dwarf Disks: A<i>Spitzer</i>Survey in Upper Scorpius","year":2007,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Technology Facilities Council","keywords":"Astrophysics; Physics; Brown dwarf; Photometry (optics); Opacity; Stars; Circumstellar dust; Astronomy; Flux (metallurgy)","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":[0.0006556296,0.0001743699,0.0003017515,0.00008659116,0.0002241079,0.00004408753,0.0002886479,0.00002294694,0.00006106599],"category_scores_gemma":[0.00001279692,0.0001153502,0.0001993713,0.0003688606,0.0001749237,0.0002290962,0.00009869118,0.0004787927,0.00004106482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006771572,"about_ca_system_score_gemma":0.00006580562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003653065,"about_ca_topic_score_gemma":0.00001292244,"domain_scores_codex":[0.9984319,0.0001228491,0.0005331896,0.0001323621,0.0003780048,0.0004016831],"domain_scores_gemma":[0.9990375,0.0001508001,0.0003253979,0.0002130624,0.0001793819,0.00009382907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000685361,0.001210246,0.7765857,0.00001258592,0.0003285671,0.000008319099,0.001818482,0.00368301,0.01877961,0.1308688,0.001305842,0.06471353],"study_design_scores_gemma":[0.0007750088,0.0001494701,0.9825442,0.00003668374,0.00002342054,0.000003010506,0.0009956741,0.0003253246,0.0009547452,0.01388459,0.0001518377,0.0001559756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954463,0.00003544055,0.203547,0.00006403858,0.000158216,0.00008458345,0.00003072797,0.000005420539,0.0006283313],"genre_scores_gemma":[0.9980858,0.000002702812,0.001204663,0.00001225857,0.0006089429,0.000002807474,0.000008245303,0.00001394035,0.00006062542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059586,"threshold_uncertainty_score":0.4703845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399779864040261,"score_gpt":0.2511133899372704,"score_spread":0.2371155912968678,"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."}}