{"id":"W1577633455","doi":"10.1002/9781118742655.ch5","title":"<i>IN‐SITU</i>MICROWAVE‐ASSISTED FABRICATION OF POLYMERIC NANOCOMPOSITES","year":2013,"lang":"en","type":"other","venue":"Nanocomposites","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Nanocomposite; Colloidal gold; Microwave; Nanoparticle; Annealing (glass); Fabrication; Polymer; Nanotechnology; In situ; Irradiation; Chemical engineering; Nanometre; Microwave irradiation; Composite material; Chemistry; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004654219,0.0004273546,0.0005993368,0.0005646966,0.00003445208,0.00003043215,0.0004241955,0.0003812786,0.001053956],"category_scores_gemma":[0.000003219949,0.0004465876,0.0001540211,0.0006292447,0.00008682461,0.00006537077,0.00004637035,0.0002237886,0.0004346232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008823536,"about_ca_system_score_gemma":0.00003015338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002209471,"about_ca_topic_score_gemma":0.00001959945,"domain_scores_codex":[0.9985005,0.00004102405,0.0005270423,0.0003601078,0.0001922036,0.0003791459],"domain_scores_gemma":[0.9990577,0.00004752812,0.0001954244,0.0005717804,0.00004563787,0.00008199275],"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":[0.000001896914,0.0000450659,0.0000607627,0.0001232572,0.00005706691,0.000001020728,0.00002379282,0.000001826539,0.557728,0.0002165126,0.4405398,0.001201049],"study_design_scores_gemma":[0.0002162723,0.00002033771,0.0003729353,0.000137013,0.00004299834,0.00001083902,0.000007098665,0.00003440229,0.6125292,0.00002227939,0.3862721,0.0003345149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01162712,0.3084766,0.00304364,0.00007891208,0.0003863074,0.00167223,0.0001121987,0.0008466503,0.6737564],"genre_scores_gemma":[0.3059848,0.1541323,0.003798695,0.0003015415,0.0008416323,0.001085239,0.001102507,0.002386006,0.5303673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2943577,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00488382476662522,"score_gpt":0.2000396441164222,"score_spread":0.195155819349797,"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."}}