{"id":"W4410776276","doi":"10.1063/5.0274689","title":"A dissipative mass conserved reaction–diffusion system reveals switching between coexisting polar and oscillatory cell motility states","year":2025,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; United States - Israel Binational Science Foundation","keywords":"Dictyostelium discoideum; Bistability; Dissipative system; Motility; Physics; Reaction–diffusion system; Pattern formation; Polar; Actin; Vortex; Diffusion; Biophysics; Chemistry; Biology; Mechanics; Cell biology","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":[0.001244404,0.000157274,0.000248178,0.0002092028,0.0006736953,0.0001086101,0.0003550468,0.00007883458,0.000003435789],"category_scores_gemma":[0.000105516,0.0001330781,0.00009829069,0.0002289372,0.0001785562,0.00006542306,0.0004967918,0.0002705365,0.000001085468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009636,"about_ca_system_score_gemma":0.0002164254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001724546,"about_ca_topic_score_gemma":0.000009513372,"domain_scores_codex":[0.998574,0.0001041122,0.0005274974,0.000349096,0.0002225996,0.0002227584],"domain_scores_gemma":[0.9987082,0.00004713186,0.0003323927,0.0002757265,0.0004501824,0.0001863935],"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":[0.00006932158,0.00006476774,0.005911673,0.00006353349,0.00002184086,0.00000886596,0.0004304586,0.0000133653,0.9923288,0.00003831986,0.00003238825,0.001016704],"study_design_scores_gemma":[0.001826249,0.003439633,0.05390736,0.001875313,0.0002024139,0.0003808693,0.02924161,0.05543227,0.8499042,0.001606439,0.00148191,0.0007016778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832228,0.0002529205,0.01538739,0.0001697268,0.0004181689,0.0001146461,0.00004371266,0.000008036473,0.0003826342],"genre_scores_gemma":[0.9974713,0.00004382894,0.002097819,0.00003215674,0.0001989731,0.000001607001,0.00001803194,0.00001014293,0.0001261172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424245,"threshold_uncertainty_score":0.5426766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143329504517804,"score_gpt":0.3191776808890472,"score_spread":0.3048447304372668,"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."}}