{"id":"W1996446923","doi":"10.1007/s12274-009-9076-x","title":"The dynamics of the nucleation, growth and termination of single-walled carbon nanotubes from in situ Raman spectroscopy during chemical vapor deposition","year":2009,"lang":"en","type":"article","venue":"Nano Research","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences; University of Ottawa","funders":"Core Research for Evolutional Science and Technology; Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Raman spectroscopy; Nucleation; Carbon nanotube; Chemical vapor deposition; Materials science; Spectroscopy; Analytical Chemistry (journal); Saturation (graph theory); Phase (matter); Chemical engineering; Nanotechnology; Chemistry; Optics; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000693116,0.0000962751,0.000173272,0.0001263701,0.0001521822,0.00008184286,0.0004098103,0.00009537888,0.000005120151],"category_scores_gemma":[0.0005419829,0.00006699531,0.00003797942,0.000436637,0.0003526623,0.00009797285,0.000180394,0.000178086,6.073785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386229,"about_ca_system_score_gemma":0.00005476621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004138442,"about_ca_topic_score_gemma":0.0003148791,"domain_scores_codex":[0.9981276,0.000288003,0.0003570521,0.0002533304,0.0006995224,0.0002744606],"domain_scores_gemma":[0.9987054,0.0006081482,0.0001088786,0.0003424686,0.0002026113,0.00003245792],"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":[0.0001710396,0.0001005421,0.002351696,0.00002352009,0.000002814075,0.000001786187,0.0003990191,0.000005020054,0.9959864,0.0006955177,0.000002399059,0.0002602619],"study_design_scores_gemma":[0.0004488933,0.0000977748,0.02541056,0.0001090859,0.000005763852,0.000003252346,0.00007691142,0.001587852,0.9695342,0.002661966,4.818112e-7,0.00006325205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976294,0.0001512003,0.000007526381,0.0007630044,0.00008658123,0.0003262565,0.000007458339,0.00001410448,0.001014436],"genre_scores_gemma":[0.9994496,0.00004322869,0.0004092223,0.000007520084,0.00004546038,0.000008940092,0.000005010329,0.000009865066,0.00002113214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02645217,"threshold_uncertainty_score":0.2731989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373857797642171,"score_gpt":0.2848033810848579,"score_spread":0.2710648031084362,"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."}}