{"id":"W2286278760","doi":"10.4271/2006-01-0006","title":"Effect of Fungal Modification on Fiber-Matrix Adhesion in Natural Fiber Reinforced Polymer Composites","year":2006,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"AUTO21 Network of Centres of Excellence","keywords":"Composite material; Materials science; Natural fiber; Fiber; Adhesion; Polymer; Matrix (chemical analysis)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009982333,0.001014417,0.001362251,0.0005080686,0.000315345,0.0001503339,0.00140424,0.0009227686,0.0009038734],"category_scores_gemma":[0.000385149,0.0007937869,0.0005741678,0.001100178,0.0008696573,0.0007719148,0.0004440034,0.001378775,0.000716791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004607695,"about_ca_system_score_gemma":0.00006952634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002654834,"about_ca_topic_score_gemma":0.003121077,"domain_scores_codex":[0.9938823,0.0004572518,0.001758357,0.001323109,0.001456999,0.001121955],"domain_scores_gemma":[0.9956663,0.001817361,0.0005645225,0.001575271,0.0001374137,0.0002391584],"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":[0.002482462,0.000134454,0.00007140299,0.0001265806,0.00001403117,0.00003432587,0.00001068695,0.0006135515,0.98446,0.009835266,0.000760417,0.001456829],"study_design_scores_gemma":[0.001779813,0.003823693,0.3912806,0.0005761997,0.00008643643,0.00008619569,0.000007178266,0.000002347,0.5995249,0.0002981857,0.001584576,0.000949904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798536,0.0008014781,2.130603e-7,0.0007297379,0.0002511574,0.001498482,0.00006109102,0.001292129,0.01551206],"genre_scores_gemma":[0.99418,0.00003068101,0.001267504,0.0002921188,0.0001571077,0.0002306674,0.0001643499,0.0001147768,0.003562761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3912092,"threshold_uncertainty_score":0.9994513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006739785017289131,"score_gpt":0.2546889909525157,"score_spread":0.2479492059352266,"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."}}