{"id":"W3163372389","doi":"10.22215/etd/2014-10093","title":"Development of Biocompatible Aptamer Films as Smart Materials for Novel Fertilizer Systems","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Aptamer; Nanotechnology; Nuclease; Polyelectrolyte; Biocompatible material; Materials science; Biocompatibility; Chemistry; Biophysics; Biomedical engineering; Engineering; Biology; Polymer; Biochemistry; Molecular biology; DNA","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006291791,0.0003797948,0.0008869903,0.0001742958,0.000155348,0.0001285262,0.0003135654,0.0002100243,0.001805487],"category_scores_gemma":[0.00014389,0.0003113477,0.00009980834,0.00008095706,0.00003674709,0.0001303001,0.00005210747,0.00005662308,0.0007322906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000716747,"about_ca_system_score_gemma":0.0003173123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041856,"about_ca_topic_score_gemma":0.0003128746,"domain_scores_codex":[0.9974483,0.0000395079,0.00115029,0.000487693,0.0005256927,0.0003485133],"domain_scores_gemma":[0.9980406,0.0001677409,0.000799491,0.0003332066,0.0005926181,0.00006639356],"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":[0.0002507088,0.00007542651,0.000005595761,0.0007721413,0.00008881743,1.129212e-7,0.000905946,0.000004917621,0.9924523,0.0003061471,0.005006372,0.0001314698],"study_design_scores_gemma":[0.0003414146,0.00004232756,0.0002230858,0.0004491277,0.00005040808,0.000001348487,0.002241069,0.00002139532,0.964314,0.000006562711,0.03197031,0.0003389643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767439,0.0002622683,0.001583107,0.00001263883,0.008895696,0.001017059,0.0001839458,0.0001129048,0.01118851],"genre_scores_gemma":[0.9044191,0.00001005672,0.01923797,0.00006057194,0.00009740128,0.001074103,0.000570796,0.00009399879,0.07443604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0723248,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892032740762251,"score_gpt":0.3185648964285807,"score_spread":0.2796445690209581,"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."}}