{"id":"W2002571020","doi":"10.1021/ie403724y","title":"Correlation of Elongational Fluid Properties to Fiber Diameter in Electrospinning of Softwood Kraft Lignin Solutions","year":2014,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Viscoelasticity; Materials science; Rheometry; Electrospinning; Rheology; Composite material; Softwood; Lignosulfonates; Rheometer; Lignin; Fiber; Ethylene oxide; Kraft paper; Nanofiber; Newtonian fluid; Ultimate tensile strength; Spinning; Chemical engineering; Polymer; Chemistry; Thermodynamics; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855129,0.0001222379,0.0002384234,0.0001755439,0.00007290834,0.00002506893,0.0003752813,0.0002293465,0.0001559979],"category_scores_gemma":[0.001224518,0.0001224418,0.00004324772,0.001038018,0.0001659601,0.00008364529,0.0001413408,0.0004426704,0.00002987469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882235,"about_ca_system_score_gemma":0.0002210213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006512563,"about_ca_topic_score_gemma":0.000001384509,"domain_scores_codex":[0.997904,0.00006837106,0.0005073194,0.0002973283,0.0007044635,0.0005184871],"domain_scores_gemma":[0.9988226,0.0004156465,0.00007434804,0.0002991879,0.0002666739,0.0001215902],"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":[0.00001931823,0.00005116064,0.0002016789,0.00005306261,0.000006006003,2.112772e-7,0.00008875888,0.004288024,0.9941635,0.0001739301,0.0006241152,0.0003302557],"study_design_scores_gemma":[0.0003616293,0.00008622035,0.0001597354,0.0001824762,0.000004178857,0.000001993099,0.00001053553,0.005293994,0.9928966,0.00008992046,0.0007993949,0.0001133128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955431,0.00006323369,0.003133535,0.0004418643,0.00007388613,0.0003826888,0.00001774549,0.00005033019,0.0002936748],"genre_scores_gemma":[0.9971927,0.000002440172,0.002056006,0.000004545096,0.0002442429,0.0001622834,0.00001849239,0.00002005413,0.0002991699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001649724,"threshold_uncertainty_score":0.4993032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05615936141415187,"score_gpt":0.2961788863280594,"score_spread":0.2400195249139076,"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."}}