{"id":"W4220705082","doi":"10.1080/15440478.2022.2053266","title":"Olive Cellulosic Fibre Based Epoxy Composites: Thermal and Dynamic Mechanical Properties","year":2022,"lang":"en","type":"article","venue":"Journal of Natural Fibers","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"King Saud University","keywords":"Epoxy; Composite material; Materials science; Dynamic mechanical analysis; Thermogravimetric analysis; Thermal stability; Composite number; Dynamic modulus; Polymer; 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":[0.0004442568,0.0002355368,0.0003930766,0.0002006747,0.000394257,0.000134013,0.0005848589,0.00006499565,0.0003287514],"category_scores_gemma":[0.00003621694,0.000169603,0.0001956276,0.000230029,0.0001189709,0.0004479693,0.000297466,0.0008406855,0.00001261004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466576,"about_ca_system_score_gemma":0.000122472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488789,"about_ca_topic_score_gemma":0.000001620517,"domain_scores_codex":[0.9978592,0.0002422944,0.0005523335,0.0002292258,0.0007640267,0.000352891],"domain_scores_gemma":[0.9988288,0.0001976543,0.0004791992,0.0001827747,0.0001578081,0.0001537991],"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":[0.0004750455,0.00002521779,0.00002527556,0.00004328731,0.0000298482,0.0000949034,0.000220982,0.003591578,0.9945962,0.00007506951,0.0002340541,0.0005884901],"study_design_scores_gemma":[0.001920253,0.001450002,0.000469433,0.000185043,0.000130247,0.001344378,0.0003996363,0.02481769,0.9670879,0.0002838896,0.001373205,0.0005383097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925803,0.004884601,0.00004011946,0.00130379,0.0008778427,0.0001934544,0.00001668425,0.00004027694,0.0000629072],"genre_scores_gemma":[0.9941136,0.0000124295,0.004937714,0.0005454461,0.00009021471,0.000004573817,0.000005872953,0.00002481738,0.0002653224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02750833,"threshold_uncertainty_score":0.6916209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009151352236946035,"score_gpt":0.2166045454300409,"score_spread":0.2074531931930949,"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."}}