{"id":"W2170691954","doi":"10.1002/adfm.201002111","title":"A Versatile Method for the Reductive, One‐Pot Synthesis of Bare, Hydrophilic and Hydrophobic Magnetite Nanoparticles","year":2011,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Defense and Veterans Brain Injury Center; Manitoba Medical Service Foundation; Research Manitoba","keywords":"Iron oxide nanoparticles; Sodium borohydride; Materials science; Nanoparticle; Iron oxide; Ethylene glycol; Reducing agent; Transmission electron microscopy; Chemical engineering; Magnetite; Inorganic chemistry; Nanotechnology; Organic chemistry; Chemistry; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008118899,0.0002066611,0.0003651254,0.00007569698,0.0002127204,0.0000388598,0.0002075033,0.0000644374,0.001819853],"category_scores_gemma":[0.0003651519,0.0001602909,0.00006608295,0.0001536557,0.0002863521,0.000356799,0.0001044058,0.00004032375,0.00007471643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004004373,"about_ca_system_score_gemma":0.00005696832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029699,"about_ca_topic_score_gemma":0.000006845411,"domain_scores_codex":[0.998252,0.0001989628,0.0004885505,0.0004434323,0.0002740436,0.0003429931],"domain_scores_gemma":[0.9980637,0.001095473,0.0001888375,0.000396426,0.0001713029,0.00008420505],"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":[0.001335491,0.0001173453,0.00001936553,0.00007116488,0.00002853887,0.000001179784,0.0001801432,0.0002615649,0.9945568,0.001462053,0.0000577473,0.001908616],"study_design_scores_gemma":[0.0006088786,0.0002543298,0.002261348,0.00004650069,0.0001374396,0.00001170605,0.0001430295,0.0001339331,0.9906863,0.005352519,0.0001771951,0.0001868269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957834,0.0003321135,0.001849801,0.0001536293,0.0008151725,0.0006213801,0.0002700528,0.0000679268,0.000106526],"genre_scores_gemma":[0.9698116,0.00004545242,0.02932672,0.0001014304,0.0001142463,0.0004870734,0.000005306181,0.00003361657,0.00007455219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02747692,"threshold_uncertainty_score":0.9990926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715168214410435,"score_gpt":0.2394499030065576,"score_spread":0.2122982208624532,"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."}}