{"id":"W1969174359","doi":"10.1366/000370207782597111","title":"Micro-Raman Spectroscopy Study of Colloidal Crystal Films of Polystyrene—Gold Composites","year":2007,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Mount Allison University; Université de Moncton","funders":"","keywords":"Raman spectroscopy; Scanning electron microscope; Materials science; Polystyrene; Raman microscope; Monolayer; Nanoparticle; Colloidal gold; Microscopy; Analytical Chemistry (journal); Colloidal crystal; Colloid; Nanotechnology; Composite material; Raman scattering; Chemistry; Optics; Polymer","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":[0.0001475655,0.0003195446,0.0002050964,0.0001843472,0.0002422151,0.0002096013,0.000180415,0.0002552136,0.000919343],"category_scores_gemma":[0.0002334185,0.0001831171,0.0001991617,0.0001055048,0.0001631141,0.0001471294,0.0001650323,0.0003165664,0.0002728137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426228,"about_ca_system_score_gemma":0.0001961305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441598,"about_ca_topic_score_gemma":0.002386168,"domain_scores_codex":[0.9998259,0.00001381556,0.000005307359,0.00002939558,0.00009789065,0.00002776326],"domain_scores_gemma":[0.9998086,0.00005460497,0.00002665315,0.00001038326,0.00007265649,0.00002707355],"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":[0.000007568995,0.000003600091,0.00004728687,0.00001243805,0.000002363863,0.00001056639,0.00001093637,0.0000219242,0.9994283,0.00001726985,0.00000903719,0.0004285346],"study_design_scores_gemma":[0.000002716893,0.00006011981,0.00203348,0.000002999976,0.000006986125,0.0000696807,0.00002925976,0.0006992714,0.9966767,0.00001478685,0.0003996992,0.000004321425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935881,0.001017168,0.003408622,0.00005191083,0.00002139611,0.00001526692,0.00007154061,0.00005704357,0.001768971],"genre_scores_gemma":[0.9887848,0.0005984578,0.007527089,0.00004565172,0.00001012105,0.00002195262,0.000130902,0.00002126504,0.002859656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001441598,"threshold_uncertainty_score":0.00307548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009246841977013203,"score_gpt":0.2503657383029878,"score_spread":0.2411188963259746,"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."}}