{"id":"W2085124619","doi":"10.3390/ma8020474","title":"Patterning the Stiffness of Elastomeric Nanocomposites by Magnetophoretic Control of Cross-linking Impeder Distribution","year":2015,"lang":"en","type":"article","venue":"Materials","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Elastomer; Nanocomposite; Microscale chemistry; Stiffness; Nanoparticle; Curing (chemistry); Composite material; Polydimethylsiloxane; Modulus; Magnetic nanoparticles; Nanotechnology","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":[0.0001270244,0.00037181,0.0001216139,0.0001527295,0.000147072,0.0002445968,0.0002206817,0.0002001212,0.0007214762],"category_scores_gemma":[0.0002537574,0.0002087119,0.00009156758,0.0000856632,0.0002726213,0.000255266,0.0002106534,0.0002996497,0.0002358997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242854,"about_ca_system_score_gemma":0.0001654206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002558583,"about_ca_topic_score_gemma":0.0009477374,"domain_scores_codex":[0.9999048,0.000009727339,0.000008763505,0.00003159488,0.00003098151,0.00001409892],"domain_scores_gemma":[0.9997867,0.00007034437,0.00008208497,0.00002329252,0.00001669403,0.00002092313],"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":[0.000005619502,0.000004103927,0.00002916123,0.000008185136,7.184118e-7,0.000009897481,0.000006398874,0.0001072463,0.9988556,0.00006419371,0.00000884901,0.000900016],"study_design_scores_gemma":[0.000003102921,0.00002288696,0.000245293,9.193321e-7,0.000001493738,0.0000328015,0.000003939099,0.001202562,0.9977651,0.00001948805,0.0006993091,0.000003101773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517411,0.0006278041,0.04428824,0.0001482961,0.00004303617,0.00003369862,0.00007822292,0.0002581225,0.002781446],"genre_scores_gemma":[0.9600712,0.0004753065,0.0367842,0.00005978079,0.0000159006,0.0000401148,0.0000618167,0.00005097975,0.00244067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007214762,"threshold_uncertainty_score":0.00241363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007726113408136239,"score_gpt":0.2291501059368505,"score_spread":0.2214239925287143,"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."}}