{"id":"W4297996644","doi":"10.1038/s41550-022-01767-z","title":"An asymmetric electron-scattering photosphere around optical tidal disruption events","year":2022,"lang":"en","type":"article","venue":"Nature Astronomy","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Young Scientists Fund; Vetenskapsrådet; National Nuclear Security Administration; European Commission; Lawrence Livermore National Laboratory; Council for Higher Education; Villum Fonden; National Natural Science Foundation of China; Canadian Institute for Advanced Research; U.S. Department of Energy","keywords":"Photosphere; Physics; Scattering; Electron; Astronomy; Astrophysics; Optics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001028941,0.0001847199,0.0002894259,0.0005585457,0.0008413105,0.0007263931,0.0005060141,0.0004552484,0.001700149],"category_scores_gemma":[0.0004386306,0.0001657797,0.0002010235,0.0003779348,0.0004564665,0.0004399891,0.0008205926,0.0005517543,0.0002396332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005893938,"about_ca_system_score_gemma":0.0002492777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189096,"about_ca_topic_score_gemma":0.003696934,"domain_scores_codex":[0.9999623,0.000003848179,0.000001457667,0.000008811142,0.00000994717,0.00001373169],"domain_scores_gemma":[0.9997824,0.00002898579,0.00003311076,0.00003254198,0.00003038582,0.00009256921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006546154,0.0007470789,0.3520093,0.0001730434,0.0005523275,0.0258876,0.003175715,0.04762726,0.4976569,0.01471116,0.008743564,0.04216986],"study_design_scores_gemma":[0.0001838677,0.0002846606,0.927215,0.00001809034,0.00005972168,0.001593591,0.001157378,0.05487325,0.006966395,0.003782268,0.003818631,0.00004715776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926531,0.00009557582,0.001023247,0.0001965271,0.00002265803,0.00001892604,0.0001917404,0.0001043149,0.005693926],"genre_scores_gemma":[0.9995112,0.00001368033,0.0001158317,0.00001475493,0.000008215338,0.00000237386,0.0000820151,0.000009265991,0.0002426977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189096,"threshold_uncertainty_score":0.00634104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00315216479352066,"score_gpt":0.2418205918719427,"score_spread":0.238668427078422,"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."}}