{"id":"W1501102349","doi":"10.1002/9781118097298.weoc203","title":"Processing of Biofiber‐Reinforced Composites","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Compression molding; Thermoforming; Materials science; Thermosetting polymer; Molding (decorative); Transfer molding; Composite material; Pultrusion; Biocomposite; Thermoplastic composites; Thermoplastic; Extrusion moulding; Sheet moulding compound; Extrusion; Composite number; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002544485,0.0008482826,0.001595221,0.0007625861,0.00009464017,0.00006306147,0.001366813,0.0006156771,0.003722995],"category_scores_gemma":[0.00004629587,0.0007536545,0.0003475336,0.000553523,0.0005661094,0.0003640665,0.0004568643,0.0003780149,0.0003838696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005473296,"about_ca_system_score_gemma":0.0001564819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003142113,"about_ca_topic_score_gemma":0.000007778723,"domain_scores_codex":[0.99625,0.0001251495,0.001301292,0.000593277,0.0009293897,0.0008008986],"domain_scores_gemma":[0.9962707,0.0003092301,0.001951418,0.0009528902,0.0002472919,0.0002685215],"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":[0.0001012165,0.00009340791,0.001192543,0.001867857,0.0001076303,0.000005656082,0.0003945933,0.0001192115,0.9336084,0.0008840763,0.05947278,0.002152603],"study_design_scores_gemma":[0.0008776059,0.0002918316,0.0001557676,0.004109122,0.0004298189,0.00004139227,0.00003226623,0.0002727657,0.7753724,0.00009079097,0.216928,0.001398223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02786149,0.03422584,0.0007207659,0.00004373318,0.001393921,0.001279168,0.0004238765,0.0007593915,0.9332918],"genre_scores_gemma":[0.2140869,0.005288607,0.1516536,0.0002326033,0.003197093,0.0001690955,0.001270197,0.002635265,0.6214666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3118252,"threshold_uncertainty_score":0.9994915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008081916458412403,"score_gpt":0.2349357841229961,"score_spread":0.2268538676645837,"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."}}