{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007367363,0.0003507698,0.0001831153,0.0005322663,0.0002191213,0.0007256216,0.0002665389,0.0004523911,0.007705142],"category_scores_gemma":[0.0001154845,0.0001438376,0.0001098257,0.0004562663,0.0002830539,0.0005778755,0.0003388223,0.0003546104,0.00222911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213588,"about_ca_system_score_gemma":0.0001138519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003360689,"about_ca_topic_score_gemma":0.0007677879,"domain_scores_codex":[0.9999204,0.000006207115,0.000004198783,0.00001952516,0.00004001888,0.000009690112],"domain_scores_gemma":[0.9999638,0.000007598406,0.00001151111,0.000004816258,0.000006398012,0.000005789263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001213409,0.0001135105,0.0005214391,0.001471578,0.00001637555,0.001021124,0.0001731637,0.003582375,0.5821395,0.06162121,0.006089904,0.3431285],"study_design_scores_gemma":[0.00001989762,0.0004110062,0.001851144,0.0003439546,0.00002758164,0.003220537,0.0001457714,0.004506766,0.4632746,0.01796614,0.5081932,0.00003952335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2882338,0.2621489,0.0760688,0.001552012,0.002224566,0.0002495554,0.0006385752,0.001995837,0.3668878],"genre_scores_gemma":[0.6567059,0.07762029,0.04072755,0.0004095074,0.0004251204,0.00008555938,0.0003728408,0.0001930317,0.2234603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007705142,"threshold_uncertainty_score":0.02577633,"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."}}