{"id":"W2482268803","doi":"10.1016/b978-0-323-41533-0.00001-5","title":"Synthesis, characterization and applications of nanoparticles","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nanoparticle; Nanotechnology; Materials science; Characterization (materials science); Polymer; Fabrication; Composite material","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":[0.0002307299,0.0004847604,0.0003328377,0.0006415916,0.0002367761,0.0007636292,0.0004441748,0.0004672428,0.003898559],"category_scores_gemma":[0.0002634585,0.0002980144,0.0001988535,0.0005214168,0.0002978752,0.0008904622,0.0003389188,0.0006070501,0.002538813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006440246,"about_ca_system_score_gemma":0.000308381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007305601,"about_ca_topic_score_gemma":0.00121968,"domain_scores_codex":[0.9998049,0.00000904886,0.000008432905,0.00004388658,0.0001201064,0.00001357755],"domain_scores_gemma":[0.9999255,0.00002170606,0.000007136823,0.000009877731,0.0000316619,0.000004083617],"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":[0.00006824516,0.00006223163,0.0001735998,0.001062795,0.000009544429,0.000141474,0.0001520315,0.00106703,0.6452677,0.009662856,0.01350368,0.3288288],"study_design_scores_gemma":[0.000004679742,0.00006949411,0.0008307134,0.000120167,0.00001139717,0.0005778237,0.00005091047,0.002226444,0.681769,0.00426018,0.3100614,0.00001774746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1171122,0.2569143,0.2248824,0.00254451,0.002798537,0.0003110096,0.001909023,0.001764739,0.3917632],"genre_scores_gemma":[0.2281127,0.08616086,0.08565113,0.000807614,0.0004184463,0.000160174,0.001843446,0.000752474,0.5960931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003898559,"threshold_uncertainty_score":0.01304197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009858961017098652,"score_gpt":0.2126573034999852,"score_spread":0.2027983424828865,"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."}}