{"id":"W2019974955","doi":"10.1002/app.36554","title":"Carbon fibers based on pyrolytic lignin","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pyrolytic carbon; Lignin; Carbonization; Materials science; Spinning; Fiber; Raw material; Pyrolysis; Cellulose; Biofuel; Carbon fibers; Chemical engineering; Composite material; Pulp and paper industry; Organic chemistry; Chemistry; Composite number; Waste management; Scanning electron microscope","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":[0.0001613372,0.0004903287,0.0001373929,0.0008452845,0.0002653353,0.0002750218,0.0002364932,0.000449311,0.001175236],"category_scores_gemma":[0.0002422174,0.000140328,0.0002136719,0.0005289349,0.00024403,0.0003863069,0.0001957396,0.0004100466,0.0003481227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693168,"about_ca_system_score_gemma":0.0001724132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004739953,"about_ca_topic_score_gemma":0.001406014,"domain_scores_codex":[0.999846,0.00001196553,0.00000772345,0.00003669195,0.00006367157,0.00003392628],"domain_scores_gemma":[0.9997508,0.00003283686,0.00005357243,0.00002471778,0.00007344352,0.00006455589],"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":[0.00002943217,0.00001611455,0.000114491,0.00004780448,0.000004629007,0.00005654267,0.000007105617,0.0001614049,0.9978631,0.0001324389,0.00002411146,0.001542892],"study_design_scores_gemma":[0.000006776209,0.0001432398,0.00309148,0.00001188154,0.000009394969,0.00009957006,0.00001083411,0.0006980397,0.9941221,0.00008304188,0.001717175,0.000006493545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877395,0.001413149,0.006658383,0.00006018056,0.00006361118,0.00005598932,0.0004081445,0.0000770906,0.003523896],"genre_scores_gemma":[0.9904117,0.0007149774,0.00662809,0.00003012972,0.00001359457,0.00001861762,0.0003952621,0.00001982547,0.001767657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001175236,"threshold_uncertainty_score":0.003931522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005035984020218917,"score_gpt":0.1957973956627143,"score_spread":0.1907614116424954,"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."}}