{"id":"W2083237338","doi":"10.1109/jsen.2013.2264930","title":"Inkjet Printed All-Polymer Flexural Plate Wave Sensors","year":2013,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Substrate (aquarium); Analytical Chemistry (journal); Chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001507002,0.0003679191,0.0003545542,0.0003151071,0.000118562,0.0001680146,0.0003072328,0.0003084979,0.0006659722],"category_scores_gemma":[0.00009173815,0.0003164981,0.000160461,0.0002009126,0.0001376792,0.0003037445,0.00004636833,0.001199218,0.0007732733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060321,"about_ca_system_score_gemma":0.00002172909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001517371,"about_ca_topic_score_gemma":0.00000147954,"domain_scores_codex":[0.9980199,0.00004874609,0.0005165201,0.0002166074,0.0004113774,0.0007868925],"domain_scores_gemma":[0.9990619,0.00009867612,0.0001095566,0.0003485994,0.0001221981,0.0002590661],"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":[0.00003939934,0.00007985276,0.0005179081,0.0001049945,0.001066717,0.001526706,0.001195031,0.1426928,0.6872267,0.0001755642,0.1335113,0.03186308],"study_design_scores_gemma":[0.001527071,0.0001573056,0.002771431,0.0001826855,0.0001268712,0.008019705,0.001676784,0.4138324,0.5568685,0.001646064,0.01169842,0.001492813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992644,0.0004343704,0.001518288,0.0004261501,0.00136447,0.0001963899,0.000009048187,0.001048823,0.00235851],"genre_scores_gemma":[0.9954862,0.0002465431,0.002441664,0.00007994963,0.0003868104,0.000007718877,0.000001795996,0.0001023434,0.001246962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711396,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977873243187485,"score_gpt":0.2265443141632424,"score_spread":0.2067655817313676,"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."}}