{"id":"W3015492427","doi":"10.18280/i2m.190101","title":"Effect of Phase Change Material Eutectic Plates on the Electric Consumption of a Designed Refrigeration System","year":2020,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigeration; Eutectic system; Phase change; Phase-change material; Materials science; Phase (matter); Metallurgy; Mechanical engineering; Engineering; Chemistry; Engineering physics; Microstructure","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":[0.0003239505,0.0001415145,0.0002199487,0.0001136516,0.00007537175,0.00002956372,0.0001233134,0.0001067346,0.00004208622],"category_scores_gemma":[0.0001278621,0.0001002396,0.00005160142,0.0002316297,0.00004493552,0.0001431884,0.0000105618,0.0001075165,0.00001720934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005961308,"about_ca_system_score_gemma":0.00000962623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003122206,"about_ca_topic_score_gemma":5.057877e-7,"domain_scores_codex":[0.9990331,0.0002101556,0.0003338984,0.0001324478,0.0001671099,0.0001233049],"domain_scores_gemma":[0.9994478,0.0002089741,0.0001495675,0.0001349121,0.00003733676,0.00002136041],"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":[0.0005742352,0.00002692873,0.0006239134,0.0005313674,0.000096888,0.000003516082,0.000431236,0.001919731,0.968543,0.002335342,0.0002415643,0.02467226],"study_design_scores_gemma":[0.001108094,0.001714456,0.0006727533,0.0000475728,0.00004156411,0.00000303081,0.00006161637,0.02612535,0.9700879,0.00003779675,0.0000148105,0.00008501874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950176,0.00004591544,0.003053448,0.0004179626,0.0002211427,0.0006225592,0.00002946706,0.000515301,0.00007658967],"genre_scores_gemma":[0.9994378,0.0000350304,0.0001950127,0.00005438217,0.00004908667,0.000164848,0.00004949313,0.00001352578,8.115354e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02458724,"threshold_uncertainty_score":0.4087653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851271241608179,"score_gpt":0.2812745903838439,"score_spread":0.2427618779677622,"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."}}