{"id":"W2952565911","doi":"10.1039/c9ra02490e","title":"Selective embedment of silver nanocrystals into spatially segregated domains in thin polymer films for controlled fabrication of functional nanocomposites","year":2019,"lang":"en","type":"article","venue":"RSC Advances","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Embedment; Fabrication; Nanocomposite; Nanocrystal; Materials science; Polymer; Nanotechnology; Chemical engineering; Thin film; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0002905373,0.0001711815,0.0005389879,0.0001328669,0.00005957849,0.00001850945,0.0001818241,0.00006494706,0.0002633298],"category_scores_gemma":[0.00004864082,0.0001298401,0.0001164873,0.000210441,0.00009948865,0.0003746189,0.00003818351,0.00004649069,0.00001199865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004644907,"about_ca_system_score_gemma":0.0000981643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002939096,"about_ca_topic_score_gemma":0.0000639413,"domain_scores_codex":[0.9985103,0.0001053513,0.0005799605,0.0002950883,0.0002800263,0.0002292745],"domain_scores_gemma":[0.9987643,0.0003398258,0.000450626,0.0001813972,0.0002275774,0.00003630475],"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":[0.002225473,0.0001494992,0.004797695,0.0001276653,0.00003093829,1.455177e-7,0.000684933,0.002210108,0.9887409,0.0005091009,0.00002979714,0.0004937251],"study_design_scores_gemma":[0.003690503,0.0004285781,0.001605705,0.0001100626,0.00002424456,9.74292e-7,0.0001294933,0.001442496,0.9914989,0.0006433825,0.0002665742,0.0001591079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898508,0.006051701,0.001884839,0.00008180143,0.000328968,0.001214598,0.00006509012,0.00002646562,0.0004957949],"genre_scores_gemma":[0.9959497,0.00004683792,0.003109653,0.00004571993,0.00003025731,0.0001509545,0.00002418601,0.00001449794,0.0006282347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006098917,"threshold_uncertainty_score":0.5294726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007689546211250651,"score_gpt":0.2376417938239348,"score_spread":0.2299522476126842,"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."}}