{"id":"W4410747522","doi":"10.1007/s00033-025-02500-2","title":"High conversion efficiency of a thermoelectric generator attributed to consistency of material parameters","year":2025,"lang":"de","type":"article","venue":"Zeitschrift für angewandte Mathematik und Physik","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Thermoelectric generator; Consistency (knowledge bases); Materials science; Generator (circuit theory); Thermoelectric effect; Thermoelectric materials; Environmental science; Mathematics; Physics; Thermodynamics; Geometry; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002142801,0.0002382785,0.0003298737,0.0002575635,0.0002743903,0.0004017415,0.0005169587,0.0005762642,0.003073211],"category_scores_gemma":[0.0004455301,0.0002164091,0.00013526,0.000408486,0.0003094111,0.0004067543,0.0002473791,0.0004090844,0.000664447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610383,"about_ca_system_score_gemma":0.0001670793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574179,"about_ca_topic_score_gemma":0.0001956292,"domain_scores_codex":[0.9998583,0.00002178993,0.000005972996,0.00004895332,0.00004239087,0.00002253175],"domain_scores_gemma":[0.9997537,0.0001215769,0.00001705175,0.000055221,0.00003452072,0.0000179921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00051098,0.0000379231,0.000894332,0.00009232453,0.0000154337,0.0001982289,0.00006710772,0.00137559,0.9795064,0.00206931,0.000450215,0.01478221],"study_design_scores_gemma":[0.00002511602,0.00007898935,0.00258992,0.000005506082,0.00001308842,0.0001746974,0.00001398709,0.009688297,0.9846448,0.0006610065,0.002094883,0.000009536292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205581,0.001046157,0.05690373,0.0004420435,0.0001146702,0.00005778978,0.0004007062,0.00123329,0.0192435],"genre_scores_gemma":[0.9931011,0.00009871323,0.003787,0.00002710889,0.000005501026,0.00000943609,0.0000862798,0.0001177026,0.002767177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003073211,"threshold_uncertainty_score":0.01028091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118634446134794,"score_gpt":0.2735534080589163,"score_spread":0.2616899634454369,"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."}}