{"id":"W2460554052","doi":"10.1038/srep28539","title":"Highly Efficient Thermoresponsive Nanocomposite for Controlled Release Applications","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Saudi Basic Industries Corporation; King Abdullah University of Science and Technology","keywords":"Materials science; Nanocomposite; Superparamagnetism; Nanowire; Nanotechnology; Microfluidics; Magnetic field; Nanoparticle; Magnetization; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0009013126,0.0001735297,0.0002183877,0.00009308832,0.0004352523,0.00008734711,0.0002371936,0.0001054113,0.00002776509],"category_scores_gemma":[0.000360588,0.0001140065,0.0002187971,0.0001679231,0.0003400748,0.000004696389,0.00009201466,0.0000302501,0.00006225085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003794601,"about_ca_system_score_gemma":0.0002422077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005962601,"about_ca_topic_score_gemma":0.000006809335,"domain_scores_codex":[0.9979504,0.0000653233,0.0004928949,0.0009261597,0.0002347766,0.0003304351],"domain_scores_gemma":[0.997695,0.00006161849,0.0003048691,0.001404981,0.0003850404,0.0001484348],"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":[0.0001936264,0.0001147015,0.00005495658,0.000007112188,0.00004583758,0.000003404413,0.0000280119,0.0000570308,0.9884489,0.0002055214,0.004654679,0.006186259],"study_design_scores_gemma":[0.0006613423,0.00003687072,0.00006206098,0.00001205836,0.00003397239,0.00003725521,0.00001214478,0.00007101577,0.6460649,0.0006195118,0.3522327,0.0001560934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327256,0.0007546303,0.05951018,0.001199576,0.0008143283,0.003815488,0.0000530787,0.00007556714,0.001051549],"genre_scores_gemma":[0.9834352,0.00001001666,0.001234936,0.00008765019,0.0001502742,0.003491771,0.00008595178,0.00003319576,0.01147101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.347578,"threshold_uncertainty_score":0.4649051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009350342181822442,"score_gpt":0.2388976959861389,"score_spread":0.2295473538043165,"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."}}