{"id":"W1703186353","doi":"10.5539/mas.v9n8p386","title":"Defining Thermophysical Parameters of Electric Devices Based on Solution of Inverse Heat Transfer Problem","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat transfer; Inverse problem; Solenoid; Heat transfer coefficient; Solenoid valve; Inverse; Mechanics; Combustion; Materials science; Computer science; Mechanical engineering; Thermodynamics; Applied mathematics; Mathematics; Physics; Mathematical analysis; Chemistry; Engineering","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":[0.0005543681,0.0005654837,0.0005784906,0.0005789986,0.0002949653,0.001086711,0.0006214538,0.0007608396,0.001025581],"category_scores_gemma":[0.001566857,0.0002404917,0.0005910075,0.0003068284,0.001130873,0.001598115,0.0006591929,0.0009413787,0.0003158236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923651,"about_ca_system_score_gemma":0.0004290056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002128855,"about_ca_topic_score_gemma":0.0001755709,"domain_scores_codex":[0.9996579,0.00008962864,0.00002247453,0.00007000479,0.0001432841,0.00001671566],"domain_scores_gemma":[0.9996516,0.0001982103,0.00003800064,0.00004410675,0.00006116494,0.000006982282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005865987,0.00007955519,0.001506804,0.0006907536,0.00004150498,0.0002026261,0.0005374789,0.4450207,0.07746302,0.340954,0.0009095601,0.1325353],"study_design_scores_gemma":[0.00001476402,0.00007424116,0.0005083843,0.00005828412,0.00001864198,0.0003639587,0.0001196322,0.8818763,0.02621407,0.07823907,0.0124699,0.0000427251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006896728,0.0002218057,0.9901637,0.00004421251,0.00002067647,0.00002427949,0.00001187259,0.00003942183,0.002577189],"genre_scores_gemma":[0.4130265,0.001230266,0.5811288,0.00007296073,0.00005438807,0.0002744817,0.00009150461,0.0001225402,0.003998673],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001086711,"threshold_uncertainty_score":0.003430903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08656580368885335,"score_gpt":0.3223453640076392,"score_spread":0.2357795603187858,"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."}}