{"id":"W2805063224","doi":"10.1109/jsen.2018.2841819","title":"Rigid and Elastic Microparticles Detection Using 3-D Suspended Polymeric Microfluidics (SPMF<sup>3</sup>) Sensor","year":2018,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Microfluidics; Materials science; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000292536,0.0003458182,0.000191804,0.0003579463,0.0001781357,0.0003989899,0.0004888638,0.0008462927,0.000621024],"category_scores_gemma":[0.0004346222,0.0002126527,0.0003595136,0.0001725227,0.0003232337,0.0005223789,0.0003313721,0.0004330422,0.0003414811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450287,"about_ca_system_score_gemma":0.0003056183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009312024,"about_ca_topic_score_gemma":0.001108383,"domain_scores_codex":[0.9996705,0.00002018006,0.00002306229,0.00007415336,0.0001785289,0.00003348463],"domain_scores_gemma":[0.9997663,0.00007031396,0.00006888857,0.00001903373,0.00005130018,0.00002428982],"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":[0.00005626235,0.00001540182,0.0004062312,0.00005750267,0.000005410782,0.00009548395,0.000023713,0.0004512978,0.9882247,0.0004367565,0.0003747261,0.009852523],"study_design_scores_gemma":[0.000007245133,0.00009410976,0.001517053,0.000004728272,0.00001068694,0.0001972903,0.00001846125,0.00885791,0.9865856,0.0001493971,0.002533029,0.00002450513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083828,0.004405504,0.1754372,0.001090494,0.0004735093,0.0002001075,0.0009405912,0.001930939,0.007138744],"genre_scores_gemma":[0.8207489,0.001556976,0.1713854,0.0003873182,0.00007729096,0.0001194252,0.0005273941,0.000064013,0.005133311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009312024,"threshold_uncertainty_score":0.00326705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608465201023627,"score_gpt":0.2557408915669886,"score_spread":0.2396562395567524,"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."}}