{"id":"W4400863977","doi":"","title":"Love Wave Sensor for Detection of Viscosity Changes on a Cell Monolayer","year":2020,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Monolayer; Viscosity; Materials science; Nanotechnology; Composite material","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":[0.0004238548,0.000273565,0.0003356284,0.0002341653,0.00003970278,0.0000346254,0.0003829721,0.0003722066,0.00008509513],"category_scores_gemma":[0.0004180561,0.0002912033,0.0001145858,0.0002356668,0.00007260108,0.00001774511,0.0001243709,0.0002869893,0.00004444704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008685372,"about_ca_system_score_gemma":0.00002176528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103085,"about_ca_topic_score_gemma":0.0005211285,"domain_scores_codex":[0.9987363,0.0002820332,0.0002075302,0.0003434348,0.0002013894,0.0002293046],"domain_scores_gemma":[0.9981802,0.0004809754,0.0002065993,0.0008435305,0.0002224053,0.00006625295],"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":[0.00005491013,0.0005459806,0.00003549841,0.004250658,0.0004472278,0.00001194451,0.004645203,0.0003401436,0.7380998,0.005397073,0.05807516,0.1880965],"study_design_scores_gemma":[0.0003232728,0.000001667332,0.0000273187,0.000778627,0.00004601511,0.000001689884,0.0001121941,0.0319413,0.8271946,0.0001287381,0.1391432,0.0003014505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002405476,0.002089608,0.4911803,0.001478207,0.0003024251,0.001192915,0.0003735877,0.001826388,0.4991511],"genre_scores_gemma":[0.7561765,0.001877722,0.06342463,0.00007211146,0.00009886805,0.000116111,0.0001444792,0.0008918577,0.1771977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.753771,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244829269046912,"score_gpt":0.1951541260914032,"score_spread":0.1827058334009341,"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."}}