{"id":"W2084979291","doi":"10.1039/c3lc50888a","title":"New non-covalent strategies for stable surface treatment of thermoplastic chips","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermoplastic; Copolymer; Materials science; Polymer; Coating; Chemical engineering; Aqueous solution; Polymerization; Surface modification; Photografting; Polymer chemistry; Nanotechnology; Chemistry; Organic chemistry; 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":[0.0003313434,0.0008370529,0.0002499807,0.0002745402,0.0001189277,0.0003670359,0.0004455473,0.0004956904,0.00128247],"category_scores_gemma":[0.0003006505,0.0003376736,0.0004677855,0.000229387,0.00029328,0.0005090663,0.0003652376,0.000868103,0.0005644775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029942,"about_ca_system_score_gemma":0.0001395277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574352,"about_ca_topic_score_gemma":0.0003930673,"domain_scores_codex":[0.9996799,0.00003856086,0.0000232723,0.00009205828,0.0001149921,0.00005128997],"domain_scores_gemma":[0.9998263,0.00003697646,0.00006716991,0.00003079979,0.000021669,0.00001703543],"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":[0.000008500201,0.0000130419,0.00002189357,0.00007654078,0.000009075545,0.00001958313,0.000008623115,0.00008077436,0.9968513,0.0002123711,0.00002733485,0.002670941],"study_design_scores_gemma":[0.000002802169,0.0001006305,0.000214071,0.000003991694,0.00001021386,0.00008377872,0.000004359507,0.0004126487,0.9957572,0.00003768267,0.003366973,0.000005548185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354135,0.02471748,0.2278876,0.0004423089,0.0004747962,0.0004077547,0.0005279773,0.001091755,0.009036832],"genre_scores_gemma":[0.8823453,0.01085203,0.09609583,0.0004693806,0.0001086267,0.0003619223,0.0005126125,0.0001494625,0.009104866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128247,"threshold_uncertainty_score":0.004290342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106094110365002,"score_gpt":0.2100396468306776,"score_spread":0.1989787057270275,"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."}}