{"id":"W2545024781","doi":"10.1093/imamat/hxx010","title":"A two-scale Stefan problem arising in a model for tree sap exudation","year":2017,"lang":"en","type":"article","venue":"IMA Journal of Applied Mathematics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Stefan problem; Scale (ratio); Tree (set theory); Mathematics; Calculus (dental); Applied mathematics; Physics; Combinatorics; Mathematical analysis","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":[0.0003903547,0.0007931915,0.0009575904,0.0006121052,0.0006990727,0.001407917,0.0009800395,0.002689261,0.001797243],"category_scores_gemma":[0.001544464,0.000401274,0.001107883,0.0003868819,0.002146003,0.001006664,0.001502376,0.001029945,0.0001863446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298029,"about_ca_system_score_gemma":0.001270747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077221,"about_ca_topic_score_gemma":0.004394531,"domain_scores_codex":[0.9998024,0.00005919284,0.000009240588,0.00004527146,0.00004385794,0.00003999375],"domain_scores_gemma":[0.9995378,0.0002373486,0.00008278828,0.0000269715,0.00004674866,0.00006836657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007506977,0.00007183696,0.001309888,0.0001379106,0.00003247824,0.0004695019,0.0001295761,0.8855267,0.007113411,0.1021484,0.0009367364,0.002048639],"study_design_scores_gemma":[0.00001741434,0.00001580149,0.000188764,0.000004190902,0.000004936436,0.00003382714,0.0000234096,0.9918296,0.0003360455,0.007187475,0.0003492513,0.000009238552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5698045,0.001446084,0.3831773,0.00399003,0.0003349353,0.0001838636,0.0005564273,0.0002191399,0.04028778],"genre_scores_gemma":[0.9599879,0.0005458389,0.02417641,0.0002982522,0.0001567851,0.0001819577,0.0002460678,0.00005946629,0.01434726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077221,"threshold_uncertainty_score":0.02141899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300255767056803,"score_gpt":0.2989197645306688,"score_spread":0.2659172068601007,"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."}}