{"id":"W4387895837","doi":"10.1177/27551857231201155","title":"Visible and Ultraviolet Plasma Lines of the He–Ne Gas Laser","year":2023,"lang":"en","type":"article","venue":"Applied Spectroscopy Practica","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Neon; Laser; Wavelength; Plasma; Helium; Atomic physics; Spectrometer; Ultraviolet; Line (geometry); Spectral line; Emission spectrum; Optics; Materials science; Argon; Physics","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":[0.00580762,0.0001360255,0.0002295726,0.0001977777,0.000275752,0.0002482383,0.000516727,0.00006503654,0.0006587303],"category_scores_gemma":[0.003301621,0.00008199462,0.00006823933,0.001669632,0.0002005679,0.0001975904,0.0001358637,0.0001693171,0.0006312576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002363856,"about_ca_system_score_gemma":0.0001164403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000147321,"about_ca_topic_score_gemma":0.00005133631,"domain_scores_codex":[0.9964718,0.0001600656,0.0005120942,0.0005023635,0.002063161,0.0002904825],"domain_scores_gemma":[0.9969963,0.001608661,0.0003701497,0.0007244053,0.0002210478,0.00007947531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002181892,0.00009443137,0.005097703,0.000008745055,0.00003557478,0.000001359517,0.0006410824,0.0002511776,0.8586099,0.01076775,0.1177534,0.006520619],"study_design_scores_gemma":[0.0009035466,0.00008659748,0.01935837,0.00002095272,0.00007751053,0.0000055043,0.001747929,0.006130761,0.858272,0.06845818,0.04471779,0.0002208235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578661,0.00001755496,0.0004126751,0.008105216,0.0007167374,0.0004871822,0.00001146761,0.00006313818,0.03231988],"genre_scores_gemma":[0.9948261,0.00003564372,0.001210376,0.0001721905,0.000110092,0.00002633938,0.000006143226,0.00001118935,0.003601898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07303565,"threshold_uncertainty_score":0.811375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320806516748153,"score_gpt":0.3990852827964836,"score_spread":0.2670046311216684,"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."}}