{"id":"W4387671641","doi":"10.1038/s41378-023-00604-1","title":"Fabrication of a three-dimensional micro/nanocarbon structure with sub-10 nm carbon fiber arrays based on the nanoforming and pyrolysis of polyacrylonitrile-based jet fibers","year":2023,"lang":"en","type":"article","venue":"Microsystems & Nanoengineering","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Petroleum Technology Research Centre; Guizhou University","keywords":"Polyacrylonitrile; Fabrication; Materials science; Pyrolysis; Fiber; Nanotechnology; Jet (fluid); Carbon fibers; Optoelectronics; Composite material; Polymer; Chemistry; Composite number; Aerospace engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005235994,0.0003218906,0.0004680732,0.0003365369,0.0001476714,0.00003777741,0.0002962149,0.0001618522,0.00004002683],"category_scores_gemma":[0.0000423745,0.0002236143,0.00008429413,0.00136866,0.0002228456,0.00005447541,0.00005646884,0.0001467059,0.000007694234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115791,"about_ca_system_score_gemma":0.0001424803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002484283,"about_ca_topic_score_gemma":0.00004970793,"domain_scores_codex":[0.9978774,0.00005641503,0.0005649335,0.0004678931,0.0005683841,0.0004649427],"domain_scores_gemma":[0.9982932,0.0004655033,0.0003577102,0.0006104507,0.0001799363,0.00009318633],"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":[0.00007556118,0.00002559794,0.0007173279,0.000247115,0.00002640788,0.000002085887,0.00006289958,0.00573198,0.9928567,0.00003675488,0.0001002135,0.0001173931],"study_design_scores_gemma":[0.0005526884,0.0001411742,0.001288314,0.0004169926,0.00005748935,0.000007486701,0.00001632893,0.02421832,0.9728724,0.0000186871,0.0001730305,0.0002370975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970445,0.0002289219,0.001409726,0.0002638698,0.0001223156,0.0006297416,0.0001357352,0.0001415801,0.00002358517],"genre_scores_gemma":[0.9950936,0.000002399522,0.004558051,0.00003632604,0.00005457103,0.0001015568,0.00005763311,0.00005577792,0.00004008474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01998428,"threshold_uncertainty_score":0.9118728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005676110813079379,"score_gpt":0.1891303374986112,"score_spread":0.1834542266855318,"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."}}