{"id":"W1988035143","doi":"10.1039/c1sm05120b","title":"Hair cell inspired mechanotransduction with a gel-supported, artificial lipid membrane","year":2011,"lang":"en","type":"article","venue":"Soft Matter","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Hair cell; Mechanotransduction; Lipid bilayer; Transduction (biophysics); Biophysics; Membrane; Bilayer; Materials science; Transmembrane protein; Capacitance; Chemistry; Nanotechnology; Cell biology; Biology; Electrode; Biochemistry; Anatomy; Cochlea; Receptor","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":[0.0001832184,0.0002256654,0.0002317196,0.0001972798,0.0001764774,0.0003180611,0.0002487416,0.0003802238,0.0002768594],"category_scores_gemma":[0.0002911873,0.0001601434,0.0002467788,0.0001110684,0.0002927947,0.0003918383,0.0004567522,0.000298618,0.0001990375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997314,"about_ca_system_score_gemma":0.0001932821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002550553,"about_ca_topic_score_gemma":0.0005253542,"domain_scores_codex":[0.9998753,0.00001779405,0.000008488755,0.00002157736,0.00006017612,0.00001664097],"domain_scores_gemma":[0.9999022,0.00002238045,0.00002892927,0.000008242838,0.000018146,0.00002003024],"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":[0.00001006363,0.000005068944,0.00003764328,0.00001834554,0.000001964615,0.00002901915,0.00001240619,0.00005218686,0.9994117,0.00005440504,0.000006234794,0.0003611948],"study_design_scores_gemma":[0.00001754887,0.0001689478,0.0008521423,0.00000616202,0.000009093892,0.000124472,0.00002602678,0.002028803,0.9958456,0.00005756661,0.0008550828,0.000008479026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907042,0.0005345372,0.0077497,0.0001250571,0.00002957875,0.00004060382,0.0000710798,0.00005877171,0.00068653],"genre_scores_gemma":[0.980703,0.0005672455,0.01743814,0.00007788361,0.000009373414,0.00004563302,0.00007119233,0.00001429005,0.001073202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003802238,"threshold_uncertainty_score":0.001449168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533618062638089,"score_gpt":0.2273021040880398,"score_spread":0.1819659234616589,"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."}}