{"id":"W2044359833","doi":"10.1016/j.cplett.2013.07.040","title":"Real-time vapor detection of nitroaromatic explosives by catalytic thermal dissociation blue diode laser cavity ring-down spectroscopy","year":2013,"lang":"en","type":"article","venue":"Chemical Physics Letters","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cavity ring-down spectroscopy; Explosive material; Dissociation (chemistry); Spectroscopy; Diode; Materials science; Photochemistry; Laser; Thermal; Ring (chemistry); Optoelectronics; Analytical Chemistry (journal); Chemistry; Optics; Physical chemistry; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533904,0.0003953842,0.0002903928,0.0002224906,0.0002957128,0.0003533793,0.0008210733,0.000546169,0.001314857],"category_scores_gemma":[0.0003984457,0.0002819862,0.000121291,0.0001889086,0.0004818449,0.0005082067,0.0004117343,0.0005870859,0.0003326328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005318064,"about_ca_system_score_gemma":0.0004302172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481263,"about_ca_topic_score_gemma":0.003107361,"domain_scores_codex":[0.999709,0.00004013837,0.000005044781,0.00008937357,0.0001073373,0.00004913304],"domain_scores_gemma":[0.9997686,0.0001002468,0.00004111416,0.00002863808,0.00003965798,0.00002174643],"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":[0.0001177498,0.00001795302,0.0004538676,0.00002355042,0.000004437133,0.00002095575,0.00003114329,0.00009797955,0.9964504,0.0001069592,0.00009229757,0.002582747],"study_design_scores_gemma":[0.00001824548,0.0001019589,0.002243092,0.00000349642,0.000006568766,0.00009885296,0.00002755203,0.004877388,0.9917347,0.00005991243,0.0008182989,0.000009860031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729604,0.0009797825,0.02121784,0.0002015396,0.00006321067,0.0000488628,0.0002995711,0.000400152,0.00382874],"genre_scores_gemma":[0.9850521,0.0003537951,0.01173258,0.00007167793,0.00001909628,0.00003600441,0.0001407138,0.00002761073,0.002566399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481263,"threshold_uncertainty_score":0.004398584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004739926876206356,"score_gpt":0.210562186047987,"score_spread":0.2058222591717807,"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."}}