{"id":"W3005617961","doi":"10.1002/smll.201906567","title":"Ultrasensitive Physical, Bio, and Chemical Sensors Derived from 1‐, 2‐, and 3‐D Nanocellulosic Materials","year":2020,"lang":"en","type":"review","venue":"Small","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; FPInnovations","funders":"National Key Research and Development Program of China; China Postdoctoral Science Foundation; Natural Science Foundation of Shaanxi Province; National Natural Science Foundation of China","keywords":"Nanocellulose; Nanotechnology; Nanofiber; Bacterial cellulose; Cellulose; Nanomaterials; Context (archaeology); Materials science; Chemical engineering; Engineering; Biology","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":[0.0003523593,0.0007968825,0.0007342222,0.001925857,0.0002132591,0.0005934137,0.0004594485,0.0008375571,0.002144062],"category_scores_gemma":[0.000397718,0.0003603704,0.0004690827,0.001479169,0.0003067855,0.00103673,0.0004562805,0.001018589,0.001043046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997786,"about_ca_system_score_gemma":0.0006105382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000553911,"about_ca_topic_score_gemma":0.001383738,"domain_scores_codex":[0.9998564,0.00001532145,0.00001294682,0.00003203311,0.00006264487,0.00002057021],"domain_scores_gemma":[0.9998723,0.0000566603,0.0000209174,0.00000536281,0.00003441948,0.00001033897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004830844,0.0001023575,0.0002948017,0.02587122,0.00009872277,0.0002762709,0.00008551081,0.0006543786,0.04974212,0.009048311,0.01257063,0.9012074],"study_design_scores_gemma":[0.000009288273,0.0001541282,0.0009541239,0.001831375,0.0001108354,0.001052616,0.00008342131,0.0002859785,0.02130155,0.001702078,0.9724745,0.00004005057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008379831,0.9950832,0.000806894,0.0002246478,0.0002488513,0.0000109793,0.00003747467,0.00001337932,0.002736512],"genre_scores_gemma":[0.004209434,0.9928834,0.001039657,0.0001831094,0.0001054788,0.00001809753,0.00005111369,0.000003145158,0.001506518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002144062,"threshold_uncertainty_score":0.007172644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519618724371052,"score_gpt":0.3071222126621849,"score_spread":0.2619260254184743,"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."}}