{"id":"W1964661572","doi":"10.1016/j.biortech.2005.02.043","title":"Preparation and characterization of wheat straw fibers for reinforcing application in injection molded thermoplastic composites","year":2005,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":279,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Composite material; Materials science; Polypropylene; Straw; Thermoplastic; Fiber; Izod impact strength test; Natural fiber; Synthetic fiber; Ultimate tensile strength; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002410902,0.0002973464,0.0001830551,0.0003248342,0.000332753,0.0002218976,0.0001106716,0.0001657413,0.0006637562],"category_scores_gemma":[0.0002420461,0.0001602039,0.0001932139,0.000291566,0.0001739272,0.0002244879,0.00008314501,0.0002422596,0.0001430303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194412,"about_ca_system_score_gemma":0.0003293643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319153,"about_ca_topic_score_gemma":0.00375093,"domain_scores_codex":[0.999915,0.0000120514,0.000007925558,0.00001759281,0.00002918954,0.00001830022],"domain_scores_gemma":[0.9998491,0.00002986135,0.00003381327,0.00002111614,0.00004131841,0.00002470013],"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":[0.00002144767,0.00001363021,0.0001264749,0.00001217064,0.000001264938,0.00001706051,0.0000134557,0.00008651627,0.9988437,0.00002250745,0.000005753689,0.0008359386],"study_design_scores_gemma":[0.00000150839,0.0000710188,0.002118826,0.000001285176,0.000004040018,0.00001857919,0.000008026937,0.0002825597,0.9971988,0.000008762306,0.0002851669,0.000001366926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912713,0.0003003141,0.007281075,0.00001769569,0.00001456797,0.00003305247,0.0001200814,0.00003382777,0.0009281613],"genre_scores_gemma":[0.9906523,0.0002994347,0.007146596,0.00001156256,0.000005328688,0.0000209644,0.0002188788,0.00002877101,0.001616121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319153,"threshold_uncertainty_score":0.002622962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005786404702568423,"score_gpt":0.2385163573929913,"score_spread":0.2327299526904229,"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."}}