{"id":"W3036879504","doi":"10.1101/2020.06.17.157909","title":"Embryonic Tissues as Active Foams","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California NanoSystems Institute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Division of Materials Research; Materials Research Science and Engineering Center, Harvard University; National Institute of Child Health and Human Development; University of California, Santa Barbara; Harvard University; Swinburne University of Technology; York University; National Institutes of Health; National Science Foundation","keywords":"Rigidity (electromagnetism); Multicellular organism; Embryonic stem cell; Jamming; Fluidization; Tension (geology); Surface tension; Statistical physics; Biological system; Biophysics; Chemical physics; Physics; Chemistry; Classical mechanics; Cell; Condensed matter physics; Biology; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001289754,0.0003188198,0.0002553069,0.0003982193,0.0003268462,0.0008243914,0.0005982897,0.0007268524,0.001807385],"category_scores_gemma":[0.0005096921,0.0003420154,0.0003824753,0.0002544636,0.0007586795,0.0007334467,0.0006427713,0.0004200319,0.0003385183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776253,"about_ca_system_score_gemma":0.0003153064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060008,"about_ca_topic_score_gemma":0.0006861564,"domain_scores_codex":[0.9998491,0.00003845127,0.000005940119,0.00003619445,0.0000467117,0.00002351932],"domain_scores_gemma":[0.9998478,0.00004845296,0.0000297781,0.00002453192,0.00002328135,0.00002612408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009982301,0.00005550924,0.003292476,0.0001642202,0.0000405615,0.0007207018,0.000531156,0.5008821,0.159432,0.318499,0.00157488,0.01470756],"study_design_scores_gemma":[0.0000234658,0.00005319327,0.002135491,0.00002573547,0.00001523708,0.0002907953,0.00008107424,0.9158863,0.01197963,0.06220646,0.007272822,0.00002985443],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5860555,0.0009291412,0.3838594,0.0005185856,0.0001034306,0.00006926076,0.0008517981,0.0005864537,0.02702638],"genre_scores_gemma":[0.9621712,0.0004638319,0.03047615,0.0001270926,0.00002888647,0.00009755053,0.0003291958,0.0001709254,0.006135033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807385,"threshold_uncertainty_score":0.006046355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126327031849186,"score_gpt":0.2380599054958287,"score_spread":0.2254272023109101,"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."}}