{"id":"W2210373254","doi":"10.1088/2041-8205/809/2/l31","title":"A STRONG SHALLOW HEAT SOURCE IN THE ACCRETING NEUTRON STAR MAXI J0556-332","year":2015,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Accretion (finance); Neutron star; Thermal; Internal heating; Crust; Observable; Accretion disc; Light curve","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":[0.0004422019,0.0003069956,0.0003189335,0.0000531551,0.0004343904,0.0003202494,0.0009488037,0.00002542884,0.00004143809],"category_scores_gemma":[0.00001437365,0.0001777296,0.000283175,0.0003591775,0.0002002175,0.0003911936,0.0001457513,0.00129621,0.0001069488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009154496,"about_ca_system_score_gemma":0.00007396747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002567159,"about_ca_topic_score_gemma":0.000003195374,"domain_scores_codex":[0.997547,0.0004290864,0.0004196146,0.0002612703,0.0006351479,0.0007079197],"domain_scores_gemma":[0.9988772,0.0002346979,0.0001647613,0.0004282898,0.00006960653,0.0002254166],"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":[0.0006271748,0.001655076,0.03814865,0.00001614661,0.0005609664,0.0001200009,0.01467451,0.3822615,0.4709797,0.0521484,0.01723478,0.02157309],"study_design_scores_gemma":[0.01240958,0.002071407,0.833317,0.0004399003,0.0007533499,0.0000448424,0.04957271,0.05673222,0.0009178049,0.01228209,0.02849101,0.002968055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639716,0.00001581711,0.02016291,0.01512168,0.000163001,0.0002195139,0.00001010647,0.00002106864,0.0003143059],"genre_scores_gemma":[0.9939631,5.440368e-7,0.001168902,0.001717386,0.003020179,0.00002636786,0.00001476283,0.00003634442,0.00005237608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7951684,"threshold_uncertainty_score":0.7247602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347680938499182,"score_gpt":0.2378628848864808,"score_spread":0.214386075501489,"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."}}