{"id":"W4240561499","doi":"10.32920/ryerson.14649669","title":"A Computational Study of Structure Development and Texture Formation in Carbonaceous Mesophase Fibers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Dow Chemical (Canada)","funders":"","keywords":"Mesophase; Discotic liquid crystal; Liquid crystal; Texture (cosmology); Materials science; Relaxation (psychology); Thermal; Quenching (fluorescence); Molecule; Composite material; Extrusion; Chemical physics; Transverse plane; Condensed matter physics; Thermodynamics; Optics; Chemistry; Physics; Organic chemistry; Optoelectronics","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":[0.000006460725,0.0001629299,0.0002372214,0.00003455025,0.00002252982,0.0000198996,0.00007854311,0.0001312943,0.0001673778],"category_scores_gemma":[0.00001561221,0.0001503917,0.00003722927,0.00005751067,0.0000181902,0.00004164281,0.0002397856,0.0004466012,2.00751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007836593,"about_ca_system_score_gemma":0.00004726276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003858428,"about_ca_topic_score_gemma":0.0001229867,"domain_scores_codex":[0.9991333,0.00001046493,0.0003111401,0.0002641682,0.000191399,0.00008950132],"domain_scores_gemma":[0.9995759,0.0000458021,0.0001195122,0.0001373125,0.00007744528,0.0000440472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003915654,0.007459444,0.002111774,0.006266266,0.001270409,0.0004825039,0.05514286,0.5778414,0.287571,0.0005204342,0.0002396626,0.06070269],"study_design_scores_gemma":[0.00500766,0.00008265034,0.001819695,0.001523552,0.0001936073,0.0001009365,0.02662627,0.05813441,0.8865871,0.01779657,0.0005893849,0.00153812],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983144,0.00009342985,0.0006144793,0.00002276109,0.0000210971,0.0001008096,0.00002366148,0.00001614146,0.0007932333],"genre_scores_gemma":[0.9950013,0.000001551471,0.004411916,0.00002456448,0.00001683362,0.00002483707,0.0004337975,0.000009578144,0.00007560522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5990161,"threshold_uncertainty_score":0.6132798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008869110962268296,"score_gpt":0.2597843504934657,"score_spread":0.2509152395311974,"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."}}