{"id":"W1966678428","doi":"10.1021/la049359h","title":"Effect of Molecular Weight on Synthesis and Surface Morphology of High-Density Poly(ethylene glycol) Grafted Layers","year":2004,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polymer Source (Canada)","funders":"","keywords":"Ethylene glycol; PEG ratio; Grafting; Materials science; Polymer chemistry; Chemical engineering; Polymer; Morphology (biology); Contact angle; Layer (electronics); Nanotechnology; Composite material","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":[0.0001589684,0.0003596847,0.0001470499,0.0001698865,0.00008182735,0.0003024871,0.0001491122,0.0002055497,0.0008349519],"category_scores_gemma":[0.0004487541,0.0001976995,0.0001672777,0.0001304625,0.0001442299,0.0003791841,0.0001666552,0.0003102613,0.0001797541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116093,"about_ca_system_score_gemma":0.00006965449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580733,"about_ca_topic_score_gemma":0.0002886001,"domain_scores_codex":[0.9999009,0.00001343277,0.000009857454,0.00002373695,0.00003245639,0.00001952912],"domain_scores_gemma":[0.9997572,0.0000900508,0.00005842024,0.00002842132,0.00003124443,0.00003466812],"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":[0.00003523098,0.000008190476,0.00005005327,0.00001470686,0.000002685954,0.00001244947,0.000007373583,0.00004440225,0.9993129,0.00001450891,0.000003126149,0.0004943731],"study_design_scores_gemma":[0.000004092897,0.0001128927,0.0008938705,0.000001847316,0.000008217168,0.00002717266,0.000004812328,0.0003222576,0.9983743,0.000009546301,0.0002393667,0.000001573398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966123,0.000570995,0.001986507,0.00002512751,0.00001289972,0.00001403382,0.00005513512,0.0000371617,0.0006857814],"genre_scores_gemma":[0.996012,0.0006876815,0.002264653,0.0000230886,0.000007382073,0.00001636114,0.0001315077,0.00003751408,0.0008198061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008349519,"threshold_uncertainty_score":0.002793133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005485825534223395,"score_gpt":0.2407393789603559,"score_spread":0.2352535534261325,"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."}}