{"id":"W3115205214","doi":"10.1016/j.ijadhadh.2020.102800","title":"Effect of surface roughness on bond strength between PCTE membranes and PDMS towards microfluidic applications","year":2020,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Polydimethylsiloxane; Membrane; Materials science; Nanotechnology; Lab-on-a-chip; Polycarbonate; Surface roughness; Composite material; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001448155,0.0001546906,0.0002933065,0.00008604868,0.00004192338,0.00003468191,0.0002258031,0.00006389646,0.00003218059],"category_scores_gemma":[0.00005176275,0.0001261496,0.00008283024,0.0001037607,0.00006730299,0.0001058127,0.0000348822,0.0001620924,0.000004616687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001988865,"about_ca_system_score_gemma":0.00002464495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003151051,"about_ca_topic_score_gemma":8.247437e-8,"domain_scores_codex":[0.999087,0.00003321615,0.0003839966,0.0001335338,0.0002582513,0.0001039942],"domain_scores_gemma":[0.9992269,0.0002885679,0.000146808,0.00007565095,0.0001243114,0.0001377373],"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":[0.000156984,0.00002957423,0.001315462,0.0001732881,0.000230862,0.000007276236,0.0003066123,0.00001488329,0.9677234,0.0004804057,0.007381329,0.02217987],"study_design_scores_gemma":[0.0005329601,0.0004750309,0.002703009,0.0001200265,0.00007329326,0.00002483767,0.00009020203,0.00004827654,0.9618652,0.00007894298,0.03385603,0.0001321167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621508,0.03573178,0.000472295,0.001136471,0.00006261436,0.0001490464,0.00005063539,0.00002396677,0.0002224026],"genre_scores_gemma":[0.9314814,0.06812914,0.00006904309,0.00007461847,0.0002010174,0.000004158323,0.000008175615,0.00001732786,0.00001514138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239737,"threshold_uncertainty_score":0.5144232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008472648194577447,"score_gpt":0.2446328264205765,"score_spread":0.2361601782259991,"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."}}