{"id":"W7021177791","doi":"","title":"Nanocomposites of nanocrystalline cellulose for biosensor applications","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosensor; Nanocomposite; Substrate (aquarium); Cellulose; Polyethylenimine; Nanoparticle; Colloidal gold; Carbodiimide; Nanocellulose","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050026,0.0004756387,0.0002285956,0.0002986587,0.000116719,0.0003806881,0.0003686968,0.0004836851,0.001245806],"category_scores_gemma":[0.0002694069,0.0001584536,0.0002282219,0.0001634259,0.00009630019,0.0003694496,0.000174582,0.0005061023,0.0005865915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003597311,"about_ca_system_score_gemma":0.0001697016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005244983,"about_ca_topic_score_gemma":0.001394453,"domain_scores_codex":[0.9997835,0.00001897207,0.00001342232,0.00005128286,0.0001066803,0.00002613431],"domain_scores_gemma":[0.9998735,0.00003653088,0.00002293272,0.000009823709,0.00003286844,0.00002437214],"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":[0.00001511524,0.00001536238,0.00002976031,0.00005570222,0.00000402699,0.0000350216,0.000005683057,0.00009411749,0.9955931,0.00007274903,0.00004727166,0.004032027],"study_design_scores_gemma":[0.000004934626,0.0000799777,0.0002620965,0.000007042029,0.000009258735,0.0001277922,0.000008055821,0.001964238,0.9940373,0.00004215658,0.003451913,0.000005283076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403383,0.01864886,0.1182672,0.000744792,0.000677112,0.0003358156,0.0004852929,0.001427687,0.01907492],"genre_scores_gemma":[0.9022248,0.004100425,0.08357763,0.0002512746,0.0000850101,0.0001447398,0.000309872,0.00009493027,0.009211471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001245806,"threshold_uncertainty_score":0.004167616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253048282829982,"score_gpt":0.2182542175965137,"score_spread":0.2057237347682139,"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."}}