{"id":"W4401180612","doi":"10.18280/mmep.110715","title":"Biodegradable Automated Thermal Container Using Peltier Technology","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Container (type theory); Thermal; Materials science; Computer science; Composite material; Physics; Thermodynamics","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":[0.0001903044,0.0003593587,0.0002411066,0.0002338795,0.0001804859,0.0006110184,0.0006474662,0.0004065047,0.00348898],"category_scores_gemma":[0.0003259056,0.0002231232,0.0003970127,0.000336493,0.0002422162,0.001137757,0.0003891059,0.0003029518,0.001083653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897357,"about_ca_system_score_gemma":0.0002060809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002897188,"about_ca_topic_score_gemma":0.0002920915,"domain_scores_codex":[0.9997275,0.00003000524,0.00001721049,0.0000594187,0.0001409212,0.00002497815],"domain_scores_gemma":[0.999846,0.00002924445,0.00003363532,0.00004260873,0.00004237544,0.000006132518],"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":[0.0002323196,0.00008184138,0.0009577635,0.0006733209,0.00002410455,0.0004372688,0.0001586443,0.01051418,0.8576242,0.01435769,0.003304547,0.1116342],"study_design_scores_gemma":[0.00003302147,0.0006896207,0.001491183,0.00003802488,0.00004164746,0.001026352,0.00005692467,0.05391529,0.8645115,0.001352513,0.07678849,0.00005537338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1272438,0.00216166,0.8417049,0.0002337654,0.0004221979,0.0002756033,0.0003053849,0.003312158,0.02434052],"genre_scores_gemma":[0.7238048,0.002061651,0.2361131,0.0001198361,0.00006445521,0.0001843814,0.0004024849,0.0002465366,0.03700275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00348898,"threshold_uncertainty_score":0.01167184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160815393853964,"score_gpt":0.212237517886521,"score_spread":0.1961559785011247,"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."}}