{"id":"W3104309769","doi":"","title":"Parameter-free Stark Broadening of Hydrogen Lines in DA White Dwarfs","year":2013,"lang":"en","type":"article","venue":"","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency; Université de Montréal","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Stark effect; White dwarf; Opacity; Spectral line; Physics; Line (geometry); Astrophysics; Stars; Plasma; Atomic physics; Computational physics; Astronomy; Quantum mechanics; Mathematics","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":[0.0003016827,0.0003895856,0.0005483248,0.0003604522,0.0004683948,0.0006625998,0.001132495,0.0005323262,0.001225473],"category_scores_gemma":[0.0009022807,0.0003150078,0.0005597936,0.0003206753,0.0004064042,0.0006635067,0.0005186843,0.0004691929,0.0002142149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009765341,"about_ca_system_score_gemma":0.0005030377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146629,"about_ca_topic_score_gemma":0.008807691,"domain_scores_codex":[0.9999021,0.00002528558,0.000003961362,0.00001311523,0.00003688188,0.00001874711],"domain_scores_gemma":[0.9996749,0.000121022,0.00003840492,0.0000648045,0.00006158336,0.0000392537],"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":[0.00004152577,0.00003324023,0.005334072,0.00002865539,0.00002930289,0.00009359868,0.00005255104,0.9848898,0.002713243,0.00408731,0.0002888216,0.002407878],"study_design_scores_gemma":[0.00002096957,0.00001413517,0.001597498,0.000002340474,0.000007257975,0.00001583292,0.00001401619,0.9956186,0.001079545,0.001264086,0.0003604203,0.000005205351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197312,0.0002620739,0.06626043,0.0001266292,0.00002851809,0.00004216807,0.0004703697,0.0004040301,0.0126746],"genre_scores_gemma":[0.9909548,0.00007798927,0.007369204,0.00002586177,0.00001025244,0.00003126008,0.0001461152,0.00006147083,0.00132296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146629,"threshold_uncertainty_score":0.02279913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115697153362317,"score_gpt":0.2121668472376117,"score_spread":0.2010098757039886,"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."}}