{"id":"W1988119723","doi":"10.1088/0004-637x/696/2/1755","title":"SPECTROSCOPIC ANALYSIS OF DA WHITE DWARFS: STARK BROADENING OF HYDROGEN LINES INCLUDING NONIDEAL EFFECTS","year":2009,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":375,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Research in Astrophysics of Québec","funders":"","keywords":"Stark effect; White dwarf; Physics; Spectral line; Line (geometry); Atomic physics; Ideal (ethics); Computational physics; Electron; Stars; Quantum mechanics; Astrophysics; Law","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":[0.0002161391,0.0001636501,0.0004719569,0.0001306749,0.000186088,0.0000458977,0.0004577446,0.00001972286,0.000113549],"category_scores_gemma":[0.00000753675,0.0001085128,0.000324477,0.0007093386,0.0001181577,0.0001716318,0.00005129887,0.000352045,0.000007096087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001283825,"about_ca_system_score_gemma":0.00005603676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004986435,"about_ca_topic_score_gemma":8.869778e-7,"domain_scores_codex":[0.9986233,0.0001193773,0.0003871996,0.0001577121,0.0003928065,0.0003196136],"domain_scores_gemma":[0.9990415,0.0001470754,0.0004005205,0.0002284379,0.00006676684,0.000115684],"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":[0.0001313807,0.000263629,0.2097397,0.00000975283,0.001575807,0.00001136029,0.001023751,0.04273223,0.710158,0.002635916,0.00006867424,0.03164975],"study_design_scores_gemma":[0.0005995823,0.0008391237,0.9418913,0.00009516411,0.00142812,0.000005344878,0.0002553955,0.01572832,0.03670714,0.002204827,0.00002164243,0.0002241211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748595,0.00005194947,0.02447541,0.0001435279,0.00005888211,0.00006596969,0.00001628878,0.000005852039,0.0003226429],"genre_scores_gemma":[0.9958412,0.000002097206,0.003594558,0.00002188948,0.0004823605,5.303535e-7,0.00001315928,0.000005208894,0.00003901071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7321515,"threshold_uncertainty_score":0.4425023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003984890609728,"score_gpt":0.2528303456615756,"score_spread":0.2427904967554783,"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."}}