{"id":"W2099441024","doi":"10.1071/ch07144","title":"Direct Measurement of Mechanical and Adhesive Properties of Living Cells Using Surface Forces Apparatus","year":2007,"lang":"en","type":"article","venue":"Australian Journal of Chemistry","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Adhesive; Monolayer; Atomic force microscopy; Substrate (aquarium); Bending; Composite material; Elastic modulus; Materials science; Chemistry; Surface (topology); Nanotechnology; Layer (electronics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005737389,0.0001080494,0.0002144431,0.00001883556,0.0000266433,0.00000965055,0.0001169926,0.0001081884,0.00002550787],"category_scores_gemma":[0.0001442897,0.00009454286,0.0001243792,0.00004529788,0.00005112017,0.000008136734,0.0000427351,0.000110457,1.172168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002043575,"about_ca_system_score_gemma":0.00008160767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001287378,"about_ca_topic_score_gemma":0.000002561882,"domain_scores_codex":[0.9990506,0.00002029771,0.0004498927,0.0001138845,0.0002181589,0.0001472128],"domain_scores_gemma":[0.9989641,0.00001471493,0.0004421011,0.0001246264,0.0003642066,0.00009027751],"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":[0.00008115658,0.00005990492,0.00008641593,0.0001143051,0.0001109959,0.000003696881,0.00004919638,0.00008540854,0.9992486,0.000001559627,0.00009739418,0.00006131551],"study_design_scores_gemma":[0.0001293172,0.0001469241,0.00003012807,0.0004328892,0.0000626772,0.00008953275,0.0004780371,0.00001728966,0.9981841,0.000004129505,0.0003329876,0.00009194076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980136,0.0009119234,0.0007480627,0.00001493914,0.00009539381,0.00004266491,0.000004519504,0.000001026889,0.0001679416],"genre_scores_gemma":[0.9987676,0.0001224364,0.000786471,0.000004546976,0.0000905695,1.698076e-7,6.021962e-7,0.00001033702,0.0002173213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064504,"threshold_uncertainty_score":0.3855346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360812385021967,"score_gpt":0.2600418997573968,"score_spread":0.2239606612552001,"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."}}