{"id":"W2020360368","doi":"10.1016/j.polymer.2015.04.039","title":"A new strategy for simultaneous synthesis and efficient anchorage of polymer monoliths in native PDMS microchips","year":2015,"lang":"en","type":"article","venue":"Polymer","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Photoinitiator; Monolith; Materials science; Polymer; Chemical engineering; Monomer; Photopolymer; Ethylene glycol; Polymerization; Polymer chemistry; Methyl methacrylate; Acrylate; Chemistry; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003499086,0.0005462145,0.0003819575,0.0003111487,0.0003028077,0.0004198818,0.0006296784,0.0004193046,0.0005642615],"category_scores_gemma":[0.0002349346,0.0004930428,0.0002622238,0.0002332099,0.0003805975,0.0008751329,0.0007010103,0.001010274,0.0004048325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640286,"about_ca_system_score_gemma":0.0003899357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004001496,"about_ca_topic_score_gemma":0.001118657,"domain_scores_codex":[0.9997393,0.00002337513,0.00002275654,0.0000810304,0.00009464888,0.00003889439],"domain_scores_gemma":[0.9998721,0.00002835192,0.00002888752,0.00002769958,0.00001975848,0.00002322342],"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":[0.00001243306,0.00001987573,0.00003608924,0.00005802412,0.000005711296,0.00004570617,0.00003319989,0.0001000713,0.9944834,0.000594851,0.0001189953,0.004491644],"study_design_scores_gemma":[0.000004187307,0.00003505611,0.0001475453,0.000002191339,0.000005862997,0.000132441,0.000007048342,0.0009012217,0.9949874,0.0000958437,0.003671965,0.000009459433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5276371,0.006426111,0.4543687,0.0008615195,0.0004943472,0.0003392197,0.0005365147,0.00142755,0.007908987],"genre_scores_gemma":[0.75007,0.003876066,0.2369793,0.0003517789,0.0001215735,0.000227808,0.0004386965,0.0001535968,0.007781109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006296784,"threshold_uncertainty_score":0.002641261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415830666843818,"score_gpt":0.2298408589098385,"score_spread":0.2156825522414004,"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."}}