{"id":"W4360978722","doi":"10.1139/tcsme-2022-0157","title":"Solutions of one-dimensional inverse heat conduction problems: a review","year":2023,"lang":"en","type":"review","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal conduction; Heat transfer; Surface (topology); Mechanics; Heat flux; Inverse; Inverse problem; Flow (mathematics); Heat flow; Fluid dynamics; Mechanical engineering; Computer science; Materials science; Thermodynamics; Mathematics; Physics; Engineering; Thermal; Mathematical analysis; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006596787,0.001077225,0.001582752,0.002153032,0.0003924714,0.001127646,0.001204499,0.001378521,0.003836128],"category_scores_gemma":[0.001431983,0.0006837685,0.0007479952,0.003081145,0.0008279565,0.00186266,0.0008934282,0.001580664,0.003159758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214965,"about_ca_system_score_gemma":0.001010323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009104069,"about_ca_topic_score_gemma":0.0007555719,"domain_scores_codex":[0.9997321,0.00004289803,0.00003768322,0.00006301791,0.0001061025,0.00001825157],"domain_scores_gemma":[0.9993375,0.0003909712,0.00005226252,0.00002868129,0.0001613714,0.00002912864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005376738,0.0002223601,0.0003977425,0.03012814,0.0001072936,0.0001842266,0.0001724691,0.005979229,0.002862707,0.0405589,0.02461085,0.8947223],"study_design_scores_gemma":[0.00001904214,0.0001844282,0.0009818391,0.005738696,0.0001196634,0.001401453,0.0001250653,0.004480266,0.001999066,0.02228766,0.9625881,0.0000747546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003408945,0.9919802,0.004389483,0.0001931611,0.0002395191,0.000009519561,0.00002316895,0.00001980508,0.002804216],"genre_scores_gemma":[0.003053653,0.9912704,0.00396784,0.0001299779,0.0004109401,0.00002225852,0.00007001735,0.00001237227,0.001062488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003836128,"threshold_uncertainty_score":0.01283312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2439078739857863,"score_gpt":0.3599789760308662,"score_spread":0.1160711020450799,"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."}}