{"id":"W2473738505","doi":"10.1002/app.44005","title":"Statistical analysis of the effects of carbonization parameters on the structure of carbonized electrospun organosolv lignin fibers","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Organosolv; Carbonization; Lignin; Materials science; Chemical engineering; Aqueous solution; Electrospinning; Fiber; Cellulose; Polyacrylonitrile; Composite material; Polymer; Chemistry; Organic chemistry; Scanning electron microscope","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006663942,0.0008395619,0.001784882,0.001297776,0.0004739655,0.0008669202,0.0008467379,0.001005323,0.002298001],"category_scores_gemma":[0.007061284,0.0002885709,0.001538284,0.001099747,0.001287561,0.0006634946,0.0006220378,0.002284774,0.0002494762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006318177,"about_ca_system_score_gemma":0.0003939265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004266504,"about_ca_topic_score_gemma":0.0003867231,"domain_scores_codex":[0.9913532,0.002259056,0.001257888,0.001940627,0.002533379,0.0006558314],"domain_scores_gemma":[0.9766281,0.01759718,0.002241474,0.001246921,0.001669007,0.0006173276],"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":[0.01602384,0.004057871,0.02690473,0.001118925,0.001271016,0.0005794287,0.0008078106,0.002543699,0.9165641,0.0006155556,0.0003890331,0.02912401],"study_design_scores_gemma":[0.0002201694,0.03686014,0.4437763,0.00007467948,0.0009395432,0.0004785587,0.0009263156,0.02356785,0.4895009,0.0006363054,0.002885335,0.0001338264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980759,0.0005077879,0.01650395,0.00005810438,0.0001636316,0.0003564879,0.0007743905,0.0001701272,0.000706533],"genre_scores_gemma":[0.9830002,0.0001371697,0.01385323,0.0000568677,0.00003323032,0.0009896139,0.0007420215,0.00008171364,0.001105924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006663942,"threshold_uncertainty_score":0.03524274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00189327036779855,"score_gpt":0.1755931265549849,"score_spread":0.1736998561871864,"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."}}