{"id":"W1977258169","doi":"10.1063/1.1348332","title":"Studies of emission spectra in helium plasmas at atmospheric pressure and local thermodynamical equilibrium","year":2001,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Atomic physics; Helium; Excited state; Boltzmann equation; Boltzmann constant; Plasma; Electron temperature; Radiative transfer; Excitation; Spectral line; Electron; Electron excitation; Emission spectrum; Excitation temperature; Boltzmann distribution; Nuclear physics; Thermodynamics; Quantum mechanics","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":[0.00004868322,0.000149255,0.0002919975,0.0000115821,0.00002001145,0.000004863243,0.0001091466,0.00006324396,0.000005831055],"category_scores_gemma":[0.00002480704,0.0001435467,0.0000417253,0.0001910491,0.0001307951,0.00006977218,0.00008909206,0.0001138776,0.000004915226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003031775,"about_ca_system_score_gemma":0.00001059476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044182,"about_ca_topic_score_gemma":0.00002511511,"domain_scores_codex":[0.9992549,0.00001074442,0.0002483062,0.0001604699,0.0001370308,0.0001885481],"domain_scores_gemma":[0.9994219,0.0002567298,0.00005410561,0.0001757763,0.00003628615,0.00005522128],"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":[0.00009899279,0.0003880505,0.01258722,0.0007104285,0.0003239119,0.00001521501,0.001132377,0.5838181,0.3825123,0.01275435,0.0008641378,0.004794931],"study_design_scores_gemma":[0.0005871705,0.00006064539,0.004007344,0.0001402028,0.00006898063,0.000006392211,0.000161551,0.7890355,0.1992497,0.005504475,0.000943713,0.0002343262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963424,0.0008894381,0.0009454184,0.00006663174,0.00006069224,0.0001353928,0.00003881953,0.00004053879,0.001480717],"genre_scores_gemma":[0.9982688,0.0005898748,0.000981767,0.000003374523,0.00003733729,0.00001670173,0.000009772743,0.00002399825,0.00006840382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052174,"threshold_uncertainty_score":0.5853666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329303044735869,"score_gpt":0.2370266653316324,"score_spread":0.2237336348842737,"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."}}