{"id":"W2772206214","doi":"10.1002/9783527698646.ch4","title":"Carbon‐Based Nanobiomaterials","year":2017,"lang":"en","type":"other","venue":"","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Carbon nanotube; Nanotechnology; Graphene; Materials science; Biosensor; Biomolecule; Tissue engineering; Regenerative medicine; Microfabrication; Biocompatible material; Biomedical engineering; Chemistry; Cell; Medicine","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":[0.0001589186,0.0005734327,0.0001711689,0.001035958,0.0004098354,0.0004588198,0.0004672505,0.0007851615,0.01405174],"category_scores_gemma":[0.0002117894,0.0001540549,0.0001892251,0.0004317817,0.0002453152,0.0004067692,0.0003496272,0.0005247369,0.005392255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007139542,"about_ca_system_score_gemma":0.0002629443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005417364,"about_ca_topic_score_gemma":0.001506569,"domain_scores_codex":[0.9997925,0.00001263879,0.00001237521,0.00003964902,0.0001187412,0.00002410347],"domain_scores_gemma":[0.9999174,0.00001585024,0.00001434415,0.00001071822,0.000024772,0.00001695317],"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":[0.00005313831,0.00008803826,0.0001996875,0.001064765,0.00001956278,0.0003084902,0.00003047783,0.000479157,0.8699236,0.01612108,0.00990245,0.1018096],"study_design_scores_gemma":[0.00001197857,0.00007748727,0.0007964719,0.00008531383,0.00001277374,0.0003818341,0.00001903834,0.0007063268,0.6811479,0.001755838,0.3149831,0.00002180674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1566672,0.1793987,0.05750281,0.005013748,0.005912415,0.0009302652,0.004863007,0.002088374,0.5876235],"genre_scores_gemma":[0.6466097,0.06266667,0.06567968,0.003837594,0.0007928058,0.0006638689,0.00421521,0.0002525537,0.2152819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01405174,"threshold_uncertainty_score":0.04700774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857805652404063,"score_gpt":0.2111355292328882,"score_spread":0.2025574727088476,"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."}}