{"id":"W2525149999","doi":"10.11159/htff16.118","title":"Experimental Study of Heat Transfer in a Container Filled with Water and Cooled by a Peltier Device","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Phase Change Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat transfer; Container (type theory); Thermoelectric effect; Materials science; Nuclear engineering; Thermoelectric cooling; Engineering physics; Environmental science; Thermodynamics; Engineering; Composite material; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540979,0.0002477962,0.0004420779,0.0001154517,0.00002091862,0.00004426284,0.0002019672,0.00006691219,0.00004995567],"category_scores_gemma":[0.00001864312,0.0001342806,0.00002522217,0.0001124172,0.00006224235,0.0001248539,0.0001192336,0.0000979149,3.280288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004404649,"about_ca_system_score_gemma":0.000003350796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597366,"about_ca_topic_score_gemma":0.000004242065,"domain_scores_codex":[0.9988744,0.000007343904,0.0003296923,0.0002547507,0.0002198543,0.0003139862],"domain_scores_gemma":[0.9996946,0.0000445134,0.00001456214,0.0001046291,0.00005095985,0.00009067421],"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":[0.0005557876,0.0001557866,0.00001907996,0.0002707632,0.0000504448,0.000001303954,0.00009812712,0.00001441928,0.9986786,0.00007177235,0.00006303718,0.00002091744],"study_design_scores_gemma":[0.002954711,0.0002541236,0.000006695668,0.0004270968,0.00002012253,0.000004952552,0.000163535,0.000587109,0.9952672,0.000005678721,0.0001108808,0.0001979215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991172,0.00001846643,0.000001466083,0.00006047947,0.0001563021,0.0005256758,0.00002966571,0.00005776966,0.00003297399],"genre_scores_gemma":[0.9996608,0.00001891973,0.00004263803,0.000008914883,0.00003662836,0.0001446054,0.000001543133,0.0000509489,0.00003502064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003411388,"threshold_uncertainty_score":0.5475805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009354023197058591,"score_gpt":0.2187043544845453,"score_spread":0.2093503312874867,"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."}}