{"id":"W7058411834","doi":"","title":"Measurement of soot concentration in plumes with remote auto-compensating laser-induced incandescence: design&lab-scale demonstration","year":2010,"lang":"en","type":"article","venue":"National Research Council Canada (Government of Canada)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Soot; Plume; Air pollution; Temperature measurement","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008250134,0.0004593528,0.0003795131,0.0003028573,0.0006685475,0.0005128239,0.001516573,0.0009964273,0.00114388],"category_scores_gemma":[0.0007731966,0.0004128924,0.000302588,0.0003321987,0.0009097679,0.0008186568,0.0006262658,0.0006622744,0.0002716602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008589706,"about_ca_system_score_gemma":0.0006244673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227887,"about_ca_topic_score_gemma":0.002545376,"domain_scores_codex":[0.9995087,0.0000662915,0.00001541157,0.000123406,0.0002241315,0.00006201753],"domain_scores_gemma":[0.9993663,0.000181526,0.0001154108,0.0001020705,0.0001483489,0.00008631744],"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":[0.0001912493,0.00005944396,0.0006777697,0.00002425857,0.000004856806,0.00003304358,0.00008234368,0.0001649432,0.9968379,0.0002320402,0.00007500582,0.00161719],"study_design_scores_gemma":[0.00006373115,0.0003795649,0.002399881,0.000002869829,0.000007803228,0.0001198335,0.00004298998,0.006136053,0.9901752,0.00008530235,0.0005692909,0.00001745962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9804669,0.0001569837,0.0163136,0.0003330976,0.00002936817,0.0001258613,0.0002214378,0.0004483716,0.001904439],"genre_scores_gemma":[0.9815539,0.00007762878,0.01688213,0.00006763319,0.00001362289,0.00009169395,0.00009254859,0.00004265934,0.001178231],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002227887,"threshold_uncertainty_score":0.006232321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0721911698101965,"score_gpt":0.2729310047610529,"score_spread":0.2007398349508563,"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."}}