{"id":"W2621005288","doi":"10.1177/0021998317712568","title":"Characterisation of coir fibre hybrid composites reinforced with clay particles and glass spheres","year":2017,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Composite material; Composite number; Coir; Flexural strength; Ultimate tensile strength; Epoxy; Silane; Glass fiber; Cellulose; Sodium hydroxide; Chemical engineering","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":[0.0004904072,0.0002587127,0.0007644065,0.0001029754,0.0003175579,0.000757323,0.000820445,0.00007031736,0.0001729602],"category_scores_gemma":[0.00009080274,0.0001826469,0.00007774198,0.00004059757,0.0003286922,0.001292184,0.0002848837,0.0001137508,0.00001451352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003516092,"about_ca_system_score_gemma":0.00005454559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006094278,"about_ca_topic_score_gemma":0.000001899857,"domain_scores_codex":[0.997935,0.0001303454,0.0009872611,0.0001871856,0.0004773239,0.0002829055],"domain_scores_gemma":[0.9961728,0.0001561999,0.002510937,0.0006067816,0.0004039562,0.0001492532],"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":[0.001363541,0.00001791429,0.001982169,0.0000941764,0.00005773124,0.00004167432,0.0001433069,0.0001914881,0.9954488,0.0002774261,0.00009729774,0.0002845082],"study_design_scores_gemma":[0.001179655,0.0006473273,0.01793694,0.0004489019,0.00009268857,0.0004099887,0.00002556223,0.0001178965,0.9785536,0.0002426623,0.0001266122,0.0002181484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983413,0.0001975808,0.0002411098,0.0003846518,0.000435969,0.0002154478,0.00005053628,0.00002443874,0.0001090023],"genre_scores_gemma":[0.9916087,0.00004764497,0.007992212,0.00005848665,0.0002143261,0.000002657861,0.000008687181,0.00002467364,0.00004264768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689515,"threshold_uncertainty_score":0.7448123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226732413996471,"score_gpt":0.245616035057193,"score_spread":0.2333487109172283,"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."}}