{"id":"W2587938321","doi":"10.21967/jbb.v2i1.125","title":"Smart drug delivery system based on nanocelluloses","year":2017,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drug delivery; Drug; Computer science; Medicine; Materials science; Nanotechnology; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093008,0.0001694624,0.000334805,0.0001378664,0.0007597465,0.0002905385,0.0004777342,0.00003915909,0.00002206996],"category_scores_gemma":[0.0002582379,0.0001070662,0.00007996462,0.00005322305,0.0004167015,0.0002452587,0.0001235291,0.0001514668,0.00002527625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005475707,"about_ca_system_score_gemma":0.00005205032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004313158,"about_ca_topic_score_gemma":0.000006877111,"domain_scores_codex":[0.9984313,0.00007080186,0.0003404168,0.0002660057,0.0005547624,0.0003367231],"domain_scores_gemma":[0.9983503,0.00009188432,0.0006453,0.0004541716,0.0002829507,0.0001754175],"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":[0.0004330887,0.0001160215,0.004865012,0.0003281323,0.00003028506,0.0002729756,0.000307546,0.00005012398,0.9848384,0.00006334739,0.00167861,0.007016518],"study_design_scores_gemma":[0.0009296862,0.0005451611,0.01233867,0.0006493926,0.00004536709,0.00008363916,0.0007539748,0.0002485123,0.9610351,0.00006575735,0.02304518,0.00025961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946795,0.002301705,0.00001368541,0.001722805,0.0004947862,0.0001026022,0.00001278602,0.0000179713,0.0006542035],"genre_scores_gemma":[0.9976608,0.0003153632,0.0009465709,0.00004858288,0.000604857,0.000001371831,3.706963e-7,0.00001278099,0.0004093117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0238033,"threshold_uncertainty_score":0.5843433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801109084104664,"score_gpt":0.2528313124085308,"score_spread":0.2348202215674842,"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."}}