{"id":"W1967110885","doi":"10.1039/c2lc41123g","title":"All-thermoplastic nanoplasmonic microfluidic device for transmission SPR biosensing","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada","funders":"","keywords":"Microfluidics; Biosensor; Nanotechnology; Materials science; Fluidics; Surface plasmon resonance; Lab-on-a-chip; Computer science; Engineering","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":[0.0002409634,0.0004995991,0.0002326837,0.0003380203,0.0001568817,0.0002184909,0.0004567627,0.0003530766,0.0009815267],"category_scores_gemma":[0.0002424357,0.0002660993,0.0002576038,0.0001402419,0.0002061829,0.0003004891,0.0002563059,0.000331145,0.0005281372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681556,"about_ca_system_score_gemma":0.0002573509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000186909,"about_ca_topic_score_gemma":0.000414141,"domain_scores_codex":[0.9998258,0.00001832947,0.0000175736,0.00006427047,0.00005605241,0.00001807568],"domain_scores_gemma":[0.9998553,0.00004376433,0.00005196686,0.00002008808,0.00001615273,0.00001263294],"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":[0.00001609326,0.00001098834,0.00005472396,0.00007151951,0.000002696684,0.00003194508,0.000009026564,0.0001305668,0.9955227,0.0002453072,0.00008511404,0.003819305],"study_design_scores_gemma":[0.000006191283,0.00008708111,0.0003942229,0.000005521397,0.000009580909,0.0002134252,0.00000430385,0.003005743,0.9922374,0.00005531846,0.003970412,0.0000108117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6595875,0.01061551,0.3167091,0.0006202813,0.000553821,0.0003974958,0.001332663,0.003580534,0.006603124],"genre_scores_gemma":[0.8228285,0.002981926,0.1694016,0.0001778228,0.00007967363,0.0002847078,0.0003392986,0.00006601618,0.003840425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009815267,"threshold_uncertainty_score":0.00328356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904821977978662,"score_gpt":0.2644495576288259,"score_spread":0.2354013378490393,"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."}}