{"id":"W2129661673","doi":"10.1051/0004-6361:20010735","title":"LTE spectrum synthesis in magnetic stellar atmospheres","year":2001,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Hochschuljubiläumsstiftung der Stadt Wien; University of Toronto; Austrian Science Fund","keywords":"Physics; Magnetic field; Stellar magnetic field; Astrophysics; Amplitude; Stellar atmosphere; Computational physics; Stokes parameters; Stars; Dipole; Optics; Scattering","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":[0.0003736025,0.0003237882,0.0001734783,0.0005991369,0.0002948826,0.0005838074,0.0003619494,0.000219575,0.002308388],"category_scores_gemma":[0.001968983,0.0001226844,0.0003724017,0.0004347308,0.0001219665,0.0003845812,0.0004849612,0.000143932,0.0008066772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005910306,"about_ca_system_score_gemma":0.0003332111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005415132,"about_ca_topic_score_gemma":0.003704978,"domain_scores_codex":[0.9998395,0.00003532163,0.00001295412,0.00003541898,0.0000518878,0.00002486339],"domain_scores_gemma":[0.9995672,0.00009875034,0.00003695666,0.0001098914,0.0001663604,0.00002086552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001189378,0.000163739,0.1306523,0.0002332358,0.000252291,0.0004146928,0.001072949,0.29393,0.1842841,0.03039416,0.006547857,0.3508653],"study_design_scores_gemma":[0.0001371981,0.0001589186,0.05098806,0.0000275012,0.00005629763,0.0001774558,0.0002266533,0.7522172,0.1577549,0.01382606,0.02437456,0.00005525746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262064,0.0001755814,0.2455735,0.00007280258,0.00006839189,0.000106969,0.004415826,0.006592888,0.01678759],"genre_scores_gemma":[0.9220691,0.00008450292,0.07118317,0.00004426511,0.00001486137,0.00006865631,0.003976536,0.000697801,0.001861097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005415132,"threshold_uncertainty_score":0.01076722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006303794675373006,"score_gpt":0.1877494805090974,"score_spread":0.1814456858337244,"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."}}