{"id":"W1536015005","doi":"10.1002/9781118097298.weoc215","title":"Reinforcements: Fibers, Whiskers, and Platelets","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Whiskers; Ultimate tensile strength; Materials science; Composite material; Transverse plane; Whisker; Compressive strength; Reinforcement; Thermal conductivity; Polymer; Structural engineering; Engineering","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":[0.00005526405,0.0006641608,0.0007719002,0.0005357359,0.00003919548,0.00003036753,0.0004568127,0.0004473077,0.002851081],"category_scores_gemma":[0.000009744799,0.0006998923,0.0001278222,0.0001933016,0.000176281,0.0001433979,0.0001588677,0.0003324611,0.0002313103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003422324,"about_ca_system_score_gemma":0.00002704953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002722648,"about_ca_topic_score_gemma":0.00002926527,"domain_scores_codex":[0.9982679,0.0000243839,0.0005716591,0.0003539363,0.0003050438,0.0004770141],"domain_scores_gemma":[0.9987994,0.0001008712,0.0002316606,0.0006397686,0.00003122717,0.0001971163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002427017,0.00002118741,0.0008252705,0.0009630643,0.0005858085,0.00002064636,0.0007329429,0.0002623476,0.001437649,0.0004849382,0.9908206,0.003821304],"study_design_scores_gemma":[0.0006086361,0.0001303742,0.0001146196,0.001323347,0.0001887841,0.00002514502,0.0000200863,0.0007303791,0.003315518,0.0000611719,0.9925118,0.0009701594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009153828,0.02517732,0.0003441545,0.000007214079,0.0008136252,0.0004703853,0.0001408832,0.0008980884,0.971233],"genre_scores_gemma":[0.008168792,0.05696295,0.02147074,0.0001489852,0.001037678,0.0001265257,0.001017213,0.002744192,0.9083229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06291002,"threshold_uncertainty_score":0.9995452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004658575886244989,"score_gpt":0.1793036447836918,"score_spread":0.1746450688974468,"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."}}