{"id":"W4385828985","doi":"10.4171/ifb/498","title":"Instantaneous convexity breaking for the quasi-static droplet model","year":2023,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Convexity; Mechanics; Physics; Classical mechanics; Computer science; Geology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000392922,0.0003093457,0.0004093992,0.0004043097,0.0006372392,0.001168613,0.0008527219,0.0007518017,0.00291588],"category_scores_gemma":[0.001082616,0.0002233292,0.0007661183,0.0001896062,0.001533205,0.001944535,0.001087506,0.00117379,0.0002736888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231798,"about_ca_system_score_gemma":0.0006160755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175614,"about_ca_topic_score_gemma":0.001520516,"domain_scores_codex":[0.9998118,0.00003619089,0.000007054005,0.00002707922,0.00006036001,0.00005759505],"domain_scores_gemma":[0.9995777,0.0001122053,0.00007515819,0.00008278036,0.0000496147,0.0001025353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003966208,0.00003434235,0.0004679414,0.00003723151,0.00001690615,0.0004258598,0.0001114614,0.0896014,0.008748505,0.8958556,0.00115888,0.003502088],"study_design_scores_gemma":[0.00001880632,0.00003077574,0.0003899274,0.000007123406,0.0000082325,0.0001610371,0.00005766056,0.749311,0.001737337,0.2468092,0.001447018,0.00002193755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4463163,0.0006843853,0.5112851,0.001911094,0.0002146807,0.00005848693,0.0002787955,0.0002511267,0.039],"genre_scores_gemma":[0.9834121,0.0002981241,0.009337576,0.0001343614,0.00005608338,0.00003709548,0.00009347002,0.00005979132,0.006571256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003175614,"threshold_uncertainty_score":0.009754598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285338003387347,"score_gpt":0.3490667638677501,"score_spread":0.2862133838338766,"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."}}