{"id":"W2061241959","doi":"10.1088/2041-8205/783/1/l3","title":"A SIGNATURE OF CHEMICAL SEPARATION IN THE COOLING LIGHT CURVES OF TRANSIENTLY ACCRETING NEUTRON STARS","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cooling curve; Convection; Neutron star; Thermal; Light curve; Stars; Convective heat transfer; Atmospheric convection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000684587,0.00025578,0.0001464676,0.0001958274,0.0001933471,0.0002309029,0.0002039687,0.0002097953,0.0007637445],"category_scores_gemma":[0.0004021742,0.00008963454,0.0002650273,0.0001665692,0.0002191255,0.00015291,0.0002583505,0.0003289334,0.00007666692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023118,"about_ca_system_score_gemma":0.0001431303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607827,"about_ca_topic_score_gemma":0.001754235,"domain_scores_codex":[0.9999787,0.000002478333,0.000001016265,0.000004637641,0.000003841378,0.000009296708],"domain_scores_gemma":[0.9998572,0.00003221229,0.00004291924,0.00001561793,0.00001222832,0.00003973964],"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":[0.001558181,0.0002009951,0.3266156,0.0001057246,0.0001184807,0.0008580082,0.0004481628,0.143106,0.5049469,0.003472296,0.0006124047,0.0179573],"study_design_scores_gemma":[0.0001075121,0.0002984486,0.5249056,0.00001312207,0.00004144614,0.0003871291,0.0001583713,0.3872247,0.08385874,0.001579347,0.001377355,0.00004820935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985819,0.00004007332,0.0007553352,0.00001776361,0.000002339703,0.000002130905,0.0000640288,0.00003658026,0.000499883],"genre_scores_gemma":[0.999549,0.00001235411,0.0002664831,0.000003679335,0.000001392783,0.00000193209,0.00006477397,0.00001138352,0.00008895301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607827,"threshold_uncertainty_score":0.005185306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007776341183503861,"score_gpt":0.2295721516243229,"score_spread":0.221795810440819,"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."}}