{"id":"W2021645952","doi":"10.6000/1929-5995.2014.03.04.1","title":"A Brief Overview on Ferrite (Fe3O4) Based Polymeric Nanocomposites: Recent Developments and Challenges","year":2015,"lang":"en","type":"article","venue":"Journal of Research Updates in Polymer Science","topic":"Magnetic Properties and Synthesis of Ferrites","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Nanocomposite; Ferrite (magnet); Polymer; Nanoparticle; Coercivity; Composite material; Polymer nanocomposite; Barium ferrite; Paramagnetism; Toughness; Chemical engineering; Nanotechnology; Condensed matter physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061219,0.0006491938,0.0005151851,0.00136211,0.0002311377,0.0008644555,0.0003964083,0.0008390772,0.003044914],"category_scores_gemma":[0.0002754319,0.0003637849,0.0003857621,0.001226467,0.0001900685,0.001365849,0.0004105907,0.001028098,0.001483639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003440965,"about_ca_system_score_gemma":0.0003437806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003706749,"about_ca_topic_score_gemma":0.0005585531,"domain_scores_codex":[0.9998655,0.0000165689,0.00001496855,0.0000441103,0.000039445,0.00001927696],"domain_scores_gemma":[0.9998503,0.00005735997,0.00002738766,0.000005654848,0.00004050464,0.00001875859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002159269,0.0003175846,0.0007404606,0.02188078,0.00008690921,0.0007908689,0.0002201282,0.001362588,0.07194563,0.01200093,0.03055968,0.8598785],"study_design_scores_gemma":[0.000006899948,0.0004456841,0.0007891657,0.001153886,0.00008015092,0.001855363,0.00009379389,0.0007321138,0.01714591,0.002245746,0.9754102,0.00004095465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002594511,0.9863294,0.003410563,0.0006371178,0.0006262197,0.00002566817,0.00006267864,0.00005632919,0.006257579],"genre_scores_gemma":[0.009789264,0.9773049,0.004377333,0.0006974335,0.00128671,0.00004566543,0.0001608966,0.0000243825,0.006313358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003044914,"threshold_uncertainty_score":0.0101862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2235432340763558,"score_gpt":0.3809383142290755,"score_spread":0.1573950801527197,"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."}}