{"id":"W2053970653","doi":"10.1007/s00216-009-3205-y","title":"Coupled thermogravimetry, mass spectrometry, and infrared spectroscopy for quantification of surface functionality on single-walled carbon nanotubes","year":2009,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Steacie Institute for Molecular Sciences","funders":"","keywords":"Thermogravimetry; Carbon nanotube; Mass spectrometry; Surface modification; Chemistry; Analytical Chemistry (journal); Nanotube; Infrared spectroscopy; Desorption; Thermal desorption; Materials science; Nanotechnology; Organic chemistry; Physical chemistry; Inorganic chemistry; Adsorption; Chromatography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005142552,0.0007353213,0.0006768655,0.001297523,0.0004883494,0.0004191967,0.0009181608,0.001026018,0.001389774],"category_scores_gemma":[0.0007454444,0.0006018884,0.0005093694,0.0005245671,0.0003681145,0.0006223097,0.000606527,0.001046511,0.000645513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862315,"about_ca_system_score_gemma":0.0003700857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009838167,"about_ca_topic_score_gemma":0.003658257,"domain_scores_codex":[0.9991813,0.00009133829,0.00003987642,0.0001351289,0.0004830404,0.0000693215],"domain_scores_gemma":[0.9995103,0.0001407638,0.0000573989,0.00006032858,0.0001924909,0.0000386357],"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":[0.00005353892,0.00002055536,0.00009757654,0.00003770337,0.00001077628,0.00001090045,0.00001500476,0.0001460578,0.9965141,0.00008914065,0.0000682296,0.002936296],"study_design_scores_gemma":[0.000004320754,0.00006423905,0.0007681643,0.000003053827,0.00001177102,0.00007851204,0.000007786284,0.005855781,0.9925933,0.00007558404,0.0005248482,0.000012619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297026,0.004256347,0.1598914,0.0003575903,0.000281468,0.0003604025,0.001236476,0.001064194,0.00284946],"genre_scores_gemma":[0.8542193,0.002862029,0.1304294,0.0002301387,0.00007223053,0.0004673529,0.001410472,0.0001376639,0.01017149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389774,"threshold_uncertainty_score":0.004649222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064743880977116,"score_gpt":0.2660848226494124,"score_spread":0.2454373838396413,"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."}}