{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001144419,0.0002617084,0.0002728588,0.0002506891,0.00004262947,0.00009163725,0.00009765532,0.0001599509,0.00001805574],"category_scores_gemma":[0.00001009809,0.0002326379,0.00004790394,0.0003134978,0.00004083458,0.0001613722,0.0000348094,0.0002935437,0.0000362933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000629721,"about_ca_system_score_gemma":0.000008992487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003011661,"about_ca_topic_score_gemma":9.921068e-8,"domain_scores_codex":[0.9989411,0.000003968438,0.0002821461,0.0002412382,0.0001151094,0.000416435],"domain_scores_gemma":[0.9996294,0.00006453352,0.000009960137,0.0001846435,0.00001864212,0.00009278252],"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":[8.736964e-7,0.000007345338,0.000002788346,0.0009761819,0.00006087819,0.00001385045,0.0002140249,0.9777668,0.01103159,0.005928644,0.00001436336,0.00398267],"study_design_scores_gemma":[0.0001035926,0.00001387475,4.258979e-7,0.0005381816,0.0000318145,0.00006260149,0.0000195154,0.9940614,0.0005541027,0.003673009,0.000653643,0.0002878287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07592731,0.002773885,0.9155086,0.00005138952,0.0001907824,0.0001491295,0.000003295512,0.005246493,0.0001491552],"genre_scores_gemma":[0.9097904,0.00005925347,0.0898846,0.000004973641,0.0000391168,0.00003054727,0.000002372296,0.0001075618,0.00008120231],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8338631,"threshold_uncertainty_score":0.94867,"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."}}