{"id":"W2068074521","doi":"10.1007/s10853-010-5117-9","title":"A Study on flexural properties of wildcane grass fiber-reinforced polyester composites","year":2010,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Materials science; Composite material; Flexural strength; Retting; Ultimate tensile strength; Flexural modulus; Fiber; Composite number; Modulus; Natural fiber; Compression molding; Polyester; Young's modulus; Mold","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":[0.002254841,0.0002717705,0.0006245286,0.0004410808,0.0002439812,0.000468083,0.001641129,0.00007328045,0.0002749091],"category_scores_gemma":[0.0003193149,0.0001741196,0.00009765187,0.0004435431,0.0008202821,0.001359519,0.0002866781,0.0002794257,0.0001054666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005886875,"about_ca_system_score_gemma":0.0002718805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006030954,"about_ca_topic_score_gemma":0.000004178145,"domain_scores_codex":[0.9964929,0.0001144225,0.0011604,0.0002913187,0.001461025,0.0004799154],"domain_scores_gemma":[0.9973887,0.00009799399,0.001117296,0.0005040789,0.0006801122,0.000211863],"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":[0.0003810546,0.0000799706,0.0001551667,0.00002463506,0.00000956945,0.0000207787,0.0005794783,0.0002302183,0.998208,0.0002211199,0.000038457,0.00005149109],"study_design_scores_gemma":[0.000701862,0.001392128,0.002704127,0.000150712,0.00002990984,0.0002910639,0.0001690149,0.00001418607,0.9942541,0.00003899771,0.00004168573,0.0002121887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968926,0.00002731475,0.000007780421,0.0002049533,0.002254277,0.0003701671,0.00001010614,0.00003034388,0.0002024603],"genre_scores_gemma":[0.9977757,0.000001358471,0.001669285,0.00009017858,0.0002362264,0.000004713284,4.233511e-7,0.00001722085,0.0002048484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003953936,"threshold_uncertainty_score":0.7100391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103425355906943,"score_gpt":0.2676631551268219,"score_spread":0.2466289015677525,"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."}}