{"id":"W4388051951","doi":"10.1039/d3lc00609c","title":"Ultrasonic spectroscopy of sessile droplets coupled to optomechanical sensors","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Government of Alberta","keywords":"Microfluidics; Spectroscopy; Ultrasonic sensor; Materials science; Nanotechnology; Optoelectronics; Acoustics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009913337,0.0001846101,0.000277861,0.0001598363,0.00002794688,0.00001118107,0.0001618798,0.0000865489,0.0001543131],"category_scores_gemma":[0.0001189525,0.0001876935,0.00006623061,0.0007201586,0.00001988124,0.00003759377,0.00002720999,0.0002036867,0.001115826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007753984,"about_ca_system_score_gemma":0.00001145219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004237331,"about_ca_topic_score_gemma":0.000004233627,"domain_scores_codex":[0.9988529,0.0000166113,0.0002344634,0.0002374992,0.000248868,0.0004096253],"domain_scores_gemma":[0.9992318,0.0001965441,0.00002734067,0.0003787107,0.00002341709,0.0001422565],"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":[0.00004816883,0.00003616445,0.0001368457,0.00006897734,0.00004863998,0.00004547783,0.0004891875,0.1561418,0.8397046,0.001439671,0.001462036,0.0003783641],"study_design_scores_gemma":[0.001071527,0.0003334833,0.005720076,0.0001664946,0.00002561037,0.00001822244,0.0002691713,0.1641528,0.8244662,0.0005625871,0.002600871,0.0006129998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952812,0.00001524462,0.001258967,0.0001380615,0.0003900606,0.0002217813,0.00002522591,0.0008267264,0.001842742],"genre_scores_gemma":[0.9945077,0.00003211118,0.004699946,0.00008246282,0.00008551533,0.00001921495,0.00001091025,0.0000786445,0.000483521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523846,"threshold_uncertainty_score":0.9996619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165371426362521,"score_gpt":0.2606393567142232,"score_spread":0.248985642450598,"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."}}