{"id":"W2170134453","doi":"10.1557/proc-709-cc8.5.1","title":"Theory and Simulation of Fiber Texture Formation and Rheology of Carbonaceous Mesophase Fibers","year":2001,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"American Chemical Society Petroleum Research Fund","keywords":"Mesophase; Materials science; Planar; Ribbon; Spinning; Liquid crystal; Melt spinning; Texture (cosmology); Fiber; Composite material; Rheology; Computer science; Optoelectronics; Computer graphics (images)","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":[0.0003095849,0.0003716332,0.0006505219,0.0005445212,0.0008807174,0.0008170966,0.001269396,0.00187334,0.00257088],"category_scores_gemma":[0.001455914,0.0005685727,0.0006490793,0.0004486537,0.00117546,0.0009202738,0.0004387315,0.0007041616,0.0001717187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400654,"about_ca_system_score_gemma":0.001363912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875437,"about_ca_topic_score_gemma":0.0146021,"domain_scores_codex":[0.9999011,0.00002033329,0.000003781032,0.00001255587,0.00002501099,0.0000371938],"domain_scores_gemma":[0.9995252,0.0002603708,0.00003886911,0.00003354458,0.00007287868,0.00006913663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001808513,0.00002925247,0.000409015,0.00002210814,0.000008382715,0.00005294862,0.00002253265,0.9874133,0.001197651,0.009889021,0.0002006334,0.000737088],"study_design_scores_gemma":[0.000005273179,0.000002836258,0.000107383,0.000001302275,0.000001129856,0.000002601555,0.000004461218,0.9987026,0.0001335553,0.0009606375,0.0000762996,0.000001768906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806436,0.001213384,0.1163458,0.001897694,0.0002967548,0.0002114159,0.0005857439,0.000459939,0.07255317],"genre_scores_gemma":[0.9872913,0.0002056785,0.00830325,0.00008853684,0.00004550333,0.00007229667,0.0001253769,0.00006450308,0.003803563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875437,"threshold_uncertainty_score":0.05717403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292509662511628,"score_gpt":0.2902749267319895,"score_spread":0.2773498301068733,"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."}}