{"id":"W1566133269","doi":"","title":"Spatially-Resolved Temperature Diagnostic for Supersonic Flow Using Cross-Beam Doppler-Limited Laser Saturation Spectroscopy","year":2012,"lang":"en","type":"book","venue":"Defense Technical Information Center (DTIC)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectroscopy; Doppler effect; Nozzle; Absorption spectroscopy; Laser; Optics; Beam (structure); Chemistry; Materials science; Tunable diode laser absorption spectroscopy; Tunable laser; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000306997,0.0008876043,0.0007679476,0.0002983612,0.0005464842,0.0006109616,0.0006282575,0.001678836,0.00217127],"category_scores_gemma":[0.0005439232,0.0008843485,0.0005829603,0.0002373959,0.0002447011,0.001323552,0.0001812308,0.001418257,0.0003912792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321093,"about_ca_system_score_gemma":0.0004643427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000155446,"about_ca_topic_score_gemma":0.00005814473,"domain_scores_codex":[0.996227,0.00002541476,0.001495883,0.0005793639,0.0006786406,0.0009937118],"domain_scores_gemma":[0.9964844,0.0007143309,0.0007244186,0.001205094,0.0005049736,0.00036677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002826627,0.002061878,0.001615164,0.006345664,0.001388816,0.00002530259,0.001786781,0.005461558,0.2346856,0.01139046,0.7301229,0.00228926],"study_design_scores_gemma":[0.005822528,0.0002238119,0.0003549869,0.00130767,0.001127515,0.0002593432,0.00007611312,0.01417325,0.1467486,0.001341163,0.8255926,0.002972355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1023667,0.002438602,0.1775651,0.002005002,0.006220856,0.01997481,0.04231995,0.009841855,0.6372672],"genre_scores_gemma":[0.5592642,0.001228892,0.06225608,0.008093704,0.01211189,0.00598499,0.2387979,0.001329149,0.1109331],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.526334,"threshold_uncertainty_score":0.9996172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835434828708548,"score_gpt":0.2800717415408331,"score_spread":0.2617173932537477,"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."}}