{"id":"W2068479861","doi":"10.1002/adfm.200900854","title":"Emergence of New Mechanical Functionality in Materials via Size Reduction","year":2009,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Materials Research Science and Engineering Center, Harvard University; California Institute of Technology; National Science Foundation","keywords":"Materials science; Innovator; Nanoindenter; Nanotechnology; Microfabrication; Engineering physics; Focused ion beam; Mechanical engineering; Fabrication; Composite material; Engineering; Computer science; Nanoindentation; Physics","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":[0.0001222628,0.000245383,0.0001699798,0.0002683393,0.0001830195,0.0003244281,0.0003717496,0.0003052584,0.003725305],"category_scores_gemma":[0.0002737901,0.0001919048,0.0001861423,0.0001277751,0.0002778007,0.0004551959,0.0003120884,0.0003819442,0.0009579203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672215,"about_ca_system_score_gemma":0.0000953597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599349,"about_ca_topic_score_gemma":0.0003744792,"domain_scores_codex":[0.9998974,0.000008368691,0.000005667364,0.00002667388,0.00004359163,0.00001826129],"domain_scores_gemma":[0.9998553,0.00004100064,0.00003127767,0.00002718755,0.00003279285,0.00001245478],"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":[0.00002089509,0.00002277385,0.00009664924,0.00007393489,0.000004292002,0.00004761266,0.00003429211,0.0001826649,0.9867286,0.002713104,0.0008148887,0.009260319],"study_design_scores_gemma":[0.00001433046,0.0001390348,0.001186971,0.000007518122,0.000007854543,0.0001564141,0.00002557109,0.002395238,0.9766589,0.0008415355,0.01855473,0.00001195064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121724,0.005317869,0.02758455,0.001400947,0.0005511369,0.00009379996,0.000469862,0.001563059,0.05084633],"genre_scores_gemma":[0.9753112,0.001060954,0.01321671,0.0003618778,0.00008500578,0.00008058468,0.0002146009,0.0001579987,0.009511054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003725305,"threshold_uncertainty_score":0.01246232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201167685856472,"score_gpt":0.2519635514180457,"score_spread":0.2318467828323985,"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."}}