{"id":"W4246058793","doi":"10.1016/s1365-6937(16)30050-8","title":"H2O Innovation Inc, Canada","year":2016,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Numerical methods in engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermoelastic damping; Method of fundamental solutions; Boundary value problem; Singular boundary method; Superposition principle; Laplace transform; Boundary (topology); Singularity; Mathematics; Neumann boundary condition; Laplace's equation; Mathematical analysis; Mixed boundary condition; Applied mathematics; Thermal; Boundary element method; Physics; Structural engineering; Engineering; Finite element method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008051294,0.001030793,0.0006868833,0.001711377,0.002332254,0.0050148,0.001957216,0.001815513,0.4880139],"category_scores_gemma":[0.001368197,0.0006663516,0.0005586447,0.002181522,0.001137229,0.001607849,0.001789906,0.001247474,0.2539334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005799447,"about_ca_system_score_gemma":0.01400692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2846014,"about_ca_topic_score_gemma":0.3856749,"domain_scores_codex":[0.998427,0.00006943776,0.00003868717,0.0002602579,0.001008682,0.0001959476],"domain_scores_gemma":[0.998623,0.0001063862,0.00005690247,0.0001483011,0.000737613,0.0003277739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000287582,0.000112738,0.001455492,0.0005393882,0.0000298021,0.0004816356,0.00030998,0.003705289,0.01155751,0.09037573,0.4914511,0.3996939],"study_design_scores_gemma":[0.0000270946,0.00002329295,0.0004816951,0.0001050666,0.000009008699,0.0001232119,0.0001260169,0.00261821,0.001231776,0.00327004,0.9919666,0.00001803119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002116724,0.002774046,0.01619267,0.002191701,0.0009694029,0.0001710566,0.003729668,0.002822678,0.969032],"genre_scores_gemma":[0.009593057,0.001959943,0.01006953,0.0005040803,0.00006488356,0.00006925756,0.002804034,0.00078086,0.9741544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7153986,"threshold_uncertainty_score":0.730286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156720408874305,"score_gpt":0.2331124878285047,"score_spread":0.2174404469410742,"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."}}