{"id":"W4206729781","doi":"10.1017/jfm.2021.961","title":"Fracture patterns in viscoplastic gravity currents","year":2022,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"University of Cambridge","keywords":"Viscoplasticity; Instability; Materials science; Mechanics; Viscosity; Surface tension; Rotational symmetry; Fracture (geology); Composite material; Thermodynamics; Physics; Constitutive equation","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":[0.0003702583,0.0001196672,0.0002791272,0.0001528523,0.00008638159,0.000005788263,0.0002511739,0.00005931071,0.0001883108],"category_scores_gemma":[0.0001482301,0.0001110198,0.0001085487,0.0001551851,0.000006591896,0.00007624785,0.0001641769,0.0008811018,0.000004156222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261128,"about_ca_system_score_gemma":0.00003540809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004742946,"about_ca_topic_score_gemma":0.000005461646,"domain_scores_codex":[0.9989372,0.00005270809,0.0004066872,0.000105737,0.000285239,0.0002124183],"domain_scores_gemma":[0.999521,0.0001025613,0.0001539416,0.0001091206,0.00005357731,0.00005977278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006427842,0.001169374,0.02435919,0.0002075323,0.0004497028,0.00103437,0.002486467,0.7312682,0.1997245,0.03326605,0.003366213,0.002025608],"study_design_scores_gemma":[0.001532151,0.0003098355,0.001300783,0.0000769509,0.0000605592,0.0003082828,0.0003934428,0.9885319,0.001983972,0.004463979,0.0007805122,0.0002575676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5333348,0.0009842573,0.4635027,0.0003084835,0.001720697,0.00006662046,0.00002461784,0.0000163746,0.00004145168],"genre_scores_gemma":[0.9991586,0.0001542517,0.0002687162,0.0001653104,0.00009568488,0.000004703692,0.000003599263,0.00001464271,0.0001344547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4658238,"threshold_uncertainty_score":0.4527255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007703575847512033,"score_gpt":0.2313395204779024,"score_spread":0.2236359446303904,"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."}}