{"id":"W1968955611","doi":"10.1021/ie9019984","title":"Physicomechanical and Thermal Properties of Jute-Nanofiber-Reinforced Biocopolyester Composites","year":2010,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Composite material; Scanning electron microscope; Differential scanning calorimetry; Transmission electron microscopy; Ultimate tensile strength; Nanofiber; Dispersion (optics); Nanotechnology","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":[0.0007496104,0.0001766752,0.0002740947,0.00005200104,0.0001295703,0.0001429025,0.0003935691,0.0002721524,0.000259496],"category_scores_gemma":[0.0002037743,0.0001331734,0.00005081985,0.0001676256,0.0003269957,0.0001441705,0.0002467717,0.000639527,0.00001588096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001575479,"about_ca_system_score_gemma":0.00009575638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002065064,"about_ca_topic_score_gemma":8.578833e-7,"domain_scores_codex":[0.9984751,0.00004197812,0.0002930306,0.0002788842,0.000455297,0.0004557285],"domain_scores_gemma":[0.9991948,0.0001423001,0.00004971242,0.0003531034,0.0001154769,0.0001445821],"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":[0.00008474534,0.0000223919,0.00003674308,0.0001120469,0.00001270913,0.000001499021,0.00009328796,0.0000138903,0.997579,0.00007655709,0.0000580438,0.001909097],"study_design_scores_gemma":[0.0003258309,0.0000405328,0.00001243668,0.0001157254,0.00000686279,0.000008413221,0.00003726839,0.001459524,0.9971786,0.000002460007,0.0006488308,0.0001635041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985505,0.0005544074,0.000003560388,0.0002412174,0.0002141979,0.0001414878,0.00001473775,0.00005929957,0.0002205934],"genre_scores_gemma":[0.9988897,0.000005899453,0.00007403469,0.000004469112,0.0004595345,0.00003391274,0.000002320554,0.00002453978,0.0005055761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001745593,"threshold_uncertainty_score":0.5430654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07553088721489078,"score_gpt":0.2726105689692792,"score_spread":0.1970796817543884,"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."}}