{"id":"W3098272019","doi":"10.1088/0004-637x/787/1/43","title":"NON-LOCAL THERMODYNAMIC EQUILIBRIUM 1.5D MODELING OF RED GIANT STARS","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Physics; Stars; Astrophysics; Observable; Thermodynamic equilibrium; Effective temperature; Spectral line; Radiative equilibrium; Thermodynamics; Astronomy; Radiative transfer; Optics","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":[0.0002363782,0.0004841492,0.000406967,0.0004089025,0.0003578315,0.0007833529,0.0009270696,0.000788009,0.001340839],"category_scores_gemma":[0.0007985256,0.0003291857,0.001064494,0.000361971,0.0003210724,0.000455607,0.0005718779,0.0004803945,0.0003611663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203024,"about_ca_system_score_gemma":0.0004198918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460119,"about_ca_topic_score_gemma":0.007769901,"domain_scores_codex":[0.999864,0.00003643033,0.000009457978,0.00004129559,0.00002233846,0.00002660762],"domain_scores_gemma":[0.9997388,0.00006467478,0.00004254184,0.00005416659,0.00004742261,0.00005237283],"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":[0.00004924758,0.00005419989,0.01070536,0.00002750554,0.00003188077,0.00008372272,0.00009917016,0.9792493,0.004480938,0.002639003,0.0004282535,0.002151512],"study_design_scores_gemma":[0.00002139792,0.00001280255,0.003908569,0.000002590184,0.000005584568,0.00002633729,0.00001642448,0.994512,0.0004995443,0.000523162,0.0004620631,0.000009466426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529787,0.0001666044,0.03506382,0.0002247522,0.00003583498,0.00005682577,0.001933809,0.0006412916,0.008898482],"genre_scores_gemma":[0.9901901,0.00007320954,0.007554428,0.00005410983,0.00001534838,0.00005441914,0.0008994075,0.0001504462,0.001008677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460119,"threshold_uncertainty_score":0.02903235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105054992609295,"score_gpt":0.2153284180487004,"score_spread":0.2042778681226075,"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."}}