{"id":"W2171797564","doi":"10.1088/1742-6596/186/1/012106","title":"Scanning transmission X-ray microscopy of multi-walled carbon nanotubes","year":2009,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Linear dichroism; Dichroic glass; Materials science; Optics; Microscopy; Carbon nanotube; Dichroism; Undulator; Beamline; Absorption (acoustics); Circular dichroism; Crystallography; Optoelectronics; Nanotechnology; Physics; Chemistry; Laser","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000345803,0.000222556,0.0005871088,0.00009472127,0.00008174418,0.0001007553,0.0004894675,0.00008209763,0.00005701103],"category_scores_gemma":[0.00006395153,0.0001837902,0.0001792626,0.0001944721,0.0002012433,0.000537279,0.00004044465,0.0002126026,0.000002225615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000448176,"about_ca_system_score_gemma":0.000281402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002300709,"about_ca_topic_score_gemma":0.000002310706,"domain_scores_codex":[0.9982548,0.0001029982,0.0007180945,0.0001861808,0.0004705343,0.0002673639],"domain_scores_gemma":[0.998304,0.0001001859,0.0006287461,0.0002414825,0.0006173305,0.0001082496],"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":[0.0002648891,0.000162976,0.0001757698,0.00003737476,0.00001534135,0.00001176375,0.001794938,0.0004057263,0.9833792,0.0009172688,0.00002268716,0.01281207],"study_design_scores_gemma":[0.0007118544,0.0006544884,0.000660483,0.0004334559,0.00004780746,0.00002793269,0.0002346786,0.0003891182,0.9940935,0.002349675,0.0002061174,0.0001908952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868604,0.0005968719,0.01122124,0.0003150307,0.0005029754,0.0001032444,0.000007027606,0.0000244464,0.0003687589],"genre_scores_gemma":[0.9748131,0.0001477944,0.02470803,0.00004096391,0.0001831,9.252768e-7,0.00000100189,0.00001405024,0.00009104616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348679,"threshold_uncertainty_score":0.7494748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201736167926272,"score_gpt":0.2761057780684597,"score_spread":0.2559321612758325,"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."}}