{"id":"W1963863106","doi":"10.1021/ma052029z","title":"TEM Imaging of Polymer Multilayer Particles:  Advantages, Limitations, and Artifacts","year":2006,"lang":"en","type":"article","venue":"Macromolecules","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Polymer; Materials science; Polymer science; Nanotechnology; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353293,0.0001212252,0.0001478149,0.00006329237,0.00007679903,0.00005844898,0.0001016603,0.00002780967,0.00005508985],"category_scores_gemma":[0.00002426673,0.0001100417,0.00003199011,0.000087505,0.0001360543,0.00013965,0.00004387627,0.00005256251,0.00002211316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000164475,"about_ca_system_score_gemma":0.00001923474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373993,"about_ca_topic_score_gemma":0.00006619411,"domain_scores_codex":[0.9990668,0.00004839055,0.0002358965,0.0002263592,0.000144604,0.000277912],"domain_scores_gemma":[0.9995939,0.00005510909,0.00009271509,0.0001746979,0.00003856039,0.00004508523],"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":[0.00001275682,0.00005781439,0.005652434,0.00001229823,0.000001980846,0.000009555682,0.00007091848,0.000001890918,0.9870664,0.005095452,0.0002533089,0.00176515],"study_design_scores_gemma":[0.0001613236,0.00004493003,0.005124838,0.00002380041,0.00001190761,0.0000124838,0.00008541811,0.0001340368,0.9920611,0.001827514,0.0003880147,0.0001246272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932001,0.00230048,0.002438919,0.0003281839,0.0000328384,0.0001139603,0.00001092119,0.0001553869,0.001419269],"genre_scores_gemma":[0.9912373,0.00006612697,0.008371344,0.0001297409,0.00002407464,0.0000152462,0.000005385472,0.00001716198,0.0001335637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005932425,"threshold_uncertainty_score":0.4487369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113175225695681,"score_gpt":0.2612250440278641,"score_spread":0.249907521458296,"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."}}