{"id":"W2156957155","doi":"10.1073/pnas.1006591107","title":"Video force microscopy reveals the mechanics of ventral furrow invagination in Drosophila","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Royal Society; Engineering and Physical Sciences Research Council; University of Waterloo; Massachusetts Institute of Technology; Princeton University","keywords":"Myosin; Biophysics; Drosophila melanogaster; Mechanics; Anatomy; Cytoplasm; Physics; Geometry; Chemistry; Biology; Cell biology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009296759,0.00005472225,0.00007437779,0.00006027313,0.00007675398,0.00001061755,0.0005021896,0.00008122005,0.000006778408],"category_scores_gemma":[0.0004114936,0.00003561467,0.00005934107,0.0002611884,0.0001770429,0.00002161744,0.0001037012,0.0001432771,2.472178e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006877475,"about_ca_system_score_gemma":0.00002750382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004338329,"about_ca_topic_score_gemma":9.005707e-7,"domain_scores_codex":[0.9992144,0.000005157965,0.0002280148,0.0001399177,0.0003239622,0.00008856341],"domain_scores_gemma":[0.9994717,0.0000222375,0.0002847281,0.00001324757,0.0001944733,0.00001365213],"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":[0.000007942229,0.00002445951,0.0007549913,0.00001272515,0.000004393486,8.981199e-10,0.00003948546,0.00001404003,0.943884,0.05499721,0.0002169693,0.00004374487],"study_design_scores_gemma":[0.00008981282,0.00004435606,0.003792018,0.00002458923,0.000004341618,0.000004214301,0.00006035456,0.0006641652,0.9454744,0.04938625,0.0004187461,0.00003675927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970211,0.00007513678,0.000008133045,0.00190153,0.0000544398,0.0001263137,0.00001077024,0.000001094058,0.0008014401],"genre_scores_gemma":[0.9991904,0.00003866443,0.0004428372,0.0001607153,0.000055656,0.000006746838,6.087398e-7,0.000002846342,0.0001014676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00561096,"threshold_uncertainty_score":0.1452324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824975069990297,"score_gpt":0.297719945671793,"score_spread":0.27947019497189,"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."}}