{"id":"W6996245122","doi":"","title":"Regimes of photospheric radius expansion driven by high luminosities in Type I X-ray bursts","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Neutron star; Photosphere; Radiative transfer; RADIUS; Hydrostatic equilibrium; Type (biology); Thermonuclear fusion; Opacity","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":[0.0001360095,0.0001694898,0.0002094541,0.000280489,0.0003135898,0.0007534297,0.0003296256,0.0003934536,0.0008436928],"category_scores_gemma":[0.0009072605,0.0002277815,0.0003060426,0.0001573681,0.0005464627,0.0003357145,0.00047502,0.0002856157,0.00009551059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160371,"about_ca_system_score_gemma":0.0002380035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796354,"about_ca_topic_score_gemma":0.001594837,"domain_scores_codex":[0.9999491,0.00001041729,0.00000398935,0.00001152155,0.000009033203,0.00001591692],"domain_scores_gemma":[0.9997899,0.00006780559,0.00007031494,0.00002302685,0.0000146114,0.00003425857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005062931,0.0002096329,0.2171043,0.0001070802,0.0001692451,0.001383843,0.001034075,0.6733499,0.07154588,0.02321355,0.001716494,0.009659834],"study_design_scores_gemma":[0.00009745142,0.0001693456,0.09732921,0.00003231518,0.00004042202,0.0002707764,0.0005726792,0.8826155,0.007632523,0.009842517,0.001343168,0.00005405826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960967,0.00006309573,0.001970805,0.00005037473,0.000003868803,0.000005546436,0.00005858944,0.00007394994,0.001677119],"genre_scores_gemma":[0.9993147,0.00004058469,0.0004283772,0.000008391178,0.00000197945,0.000008724222,0.00004530024,0.0000131538,0.0001387581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002796354,"threshold_uncertainty_score":0.00556016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00996677808115192,"score_gpt":0.2167036165722591,"score_spread":0.2067368384911072,"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."}}