{"id":"W7133001221","doi":"","title":"Design and process optimization of reinforced natural fibre mat (NMT) composities","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Thermoplastic composites; Composite number; Glass fiber; Natural fiber; Reinforcement; Energy consumption; Synthetic fiber; Shear strength (soil)","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":[0.0002026207,0.0003047423,0.0002015834,0.0002592438,0.0001450287,0.0002834544,0.0001340394,0.0001715274,0.0007145539],"category_scores_gemma":[0.0001858598,0.0001872021,0.0003038203,0.0001755761,0.0001214646,0.0001743243,0.0001331832,0.0002258959,0.0001744806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892455,"about_ca_system_score_gemma":0.0003178274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011564,"about_ca_topic_score_gemma":0.001756299,"domain_scores_codex":[0.9999034,0.000008543638,0.000004610802,0.00002630687,0.00004237201,0.00001477467],"domain_scores_gemma":[0.9999102,0.00001891152,0.00003752181,0.000005791648,0.00001962158,0.000007804448],"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":[0.00006248798,0.00005506573,0.0003863868,0.0001093713,0.000005758384,0.00005070465,0.00001775945,0.0213482,0.9666873,0.0002640242,0.00003003274,0.01098289],"study_design_scores_gemma":[0.00001839344,0.0007789966,0.002385086,0.000007238051,0.00002850168,0.00008734676,0.00002390343,0.08014845,0.9143882,0.0002152386,0.001909832,0.000008816604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325686,0.000836348,0.06214479,0.00003299871,0.00002159095,0.00009131381,0.0001047371,0.0001515779,0.004048056],"genre_scores_gemma":[0.9501148,0.0006126931,0.04720404,0.000007077394,0.000005879521,0.00006426026,0.0001007996,0.00003589868,0.001854593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007145539,"threshold_uncertainty_score":0.002390385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296075246650182,"score_gpt":0.2929161742717162,"score_spread":0.2799554218052144,"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."}}