{"id":"W3042591305","doi":"10.11575/prism/36481","title":"Broadband Cavity-enhanced Absorption Spectroscopy Measurement of Atmospheric Trace Gases and Rayleigh Scattering Cross Sections in the Visible and Ultraviolet","year":2019,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rayleigh scattering; Trace gas; Broadband; Spectroscopy; Materials science; Absorption spectroscopy; Optics; Absorption (acoustics); Ultraviolet; Scattering; Physics; Optoelectronics; Atmospheric sciences; Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003913885,0.0004570908,0.0003496259,0.0005168171,0.000385113,0.0003241851,0.0005840467,0.0004298949,0.001150551],"category_scores_gemma":[0.0005748015,0.0002069279,0.0002870292,0.0004116073,0.0002225258,0.0003985695,0.00054631,0.0004913681,0.0003349409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170088,"about_ca_system_score_gemma":0.0003821032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461168,"about_ca_topic_score_gemma":0.002796848,"domain_scores_codex":[0.999468,0.00005059789,0.00001194029,0.0001443927,0.0002703651,0.00005478857],"domain_scores_gemma":[0.9997298,0.00007159451,0.00004706356,0.00002531693,0.0001079023,0.00001829998],"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":[0.00008823943,0.00002828889,0.002452248,0.00006381697,0.00001569808,0.00002253699,0.00005611343,0.0004961729,0.9834936,0.0003999363,0.0002045564,0.01267873],"study_design_scores_gemma":[0.0000172342,0.000252332,0.01222942,0.00002204546,0.00002949536,0.0002464736,0.0001014763,0.00717114,0.9742548,0.0002419808,0.00539081,0.00004278913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9186766,0.00192819,0.06890994,0.0001380182,0.00013103,0.0001065275,0.000758266,0.001002447,0.008349032],"genre_scores_gemma":[0.8918436,0.001290485,0.09913493,0.0001035696,0.00003570905,0.000183363,0.0005051162,0.00007689094,0.006826432],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001461168,"threshold_uncertainty_score":0.00384897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008100752577297653,"score_gpt":0.2290093997270453,"score_spread":0.2209086471497477,"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."}}