{"id":"W2279746524","doi":"10.57262/die/1356019191","title":"Elliptic free boundary transmission, the Bernoulli and the obstacle problems","year":2010,"lang":"en","type":"article","venue":"Differential and Integral Equations","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Free boundary problem; Mathematics; Obstacle; Boundary (topology); Bernoulli's principle; Obstacle problem; Boundary value problem; Neumann boundary condition; Transmission (telecommunications); Mathematical analysis; Computer science; Law; Physics","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":[0.000136098,0.0001041711,0.0001063061,0.00002262268,0.000355269,0.0002247012,0.0004418225,0.00003816271,0.00001663761],"category_scores_gemma":[0.0001607558,0.00004818411,0.00004058401,0.00008783698,0.000258843,0.0001876264,0.0001351547,0.0003252598,0.00000310447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003798632,"about_ca_system_score_gemma":0.00001361935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002334057,"about_ca_topic_score_gemma":0.00002017598,"domain_scores_codex":[0.9993575,0.00002438952,0.000165627,0.0001612871,0.0001449139,0.0001463029],"domain_scores_gemma":[0.9991153,0.0004163503,0.00003061304,0.0003455103,0.00003241878,0.00005980881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002383772,0.00001920767,0.000003640276,0.00001219754,0.00000895765,1.351408e-7,0.001706045,0.0002137792,0.001259609,0.9729151,0.00001650697,0.02384248],"study_design_scores_gemma":[0.0002546839,0.00001163237,0.0001371815,0.00001529589,0.00001066465,0.000004061782,0.00001821952,0.5757221,0.0001088682,0.4230773,0.0005805106,0.0000595222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03282048,0.0001999727,0.961696,0.004625899,0.0002125665,0.0001887508,0.000001966972,0.00006706899,0.0001873257],"genre_scores_gemma":[0.9792737,0.00003050754,0.02039102,0.00008141863,0.00005110682,0.00004287817,0.000001634611,0.000006869002,0.0001209025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9464532,"threshold_uncertainty_score":0.2732478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167723645527856,"score_gpt":0.2211399708071372,"score_spread":0.2094627343518586,"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."}}