{"id":"W3020474934","doi":"10.1002/est2.159","title":"Experimental investigation of a compressed air vehicle prototype with phase change materials for heat recovery","year":2020,"lang":"en","type":"article","venue":"Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Compressed air; Heat exchanger; Work (physics); Automotive engineering; Torque; Materials science; Power (physics); Powertrain; Range (aeronautics); Mechanical engineering; Phase-change material; Nuclear engineering; Environmental science; Process engineering; Phase change; Composite material; Engineering; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003574168,0.0001103554,0.0001688713,0.00004997129,0.00002605012,0.000008681016,0.0001311328,0.00005613363,0.00003342171],"category_scores_gemma":[0.00001629449,0.0001025752,0.00001859287,0.0001380554,0.00005614807,0.0001903897,0.00003833491,0.00004976517,0.000001647275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006468219,"about_ca_system_score_gemma":0.00001098074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002356088,"about_ca_topic_score_gemma":0.000002500014,"domain_scores_codex":[0.9993981,0.00001571711,0.0001323759,0.0001471469,0.0001389394,0.0001677904],"domain_scores_gemma":[0.9997157,0.00002468332,0.00002313887,0.000149386,0.00003543123,0.00005160084],"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":[0.0003445343,0.00002149555,0.000008747081,0.0001065539,0.00002113676,0.000005202579,0.0002015691,0.007166956,0.9908015,0.00009813307,0.0003513516,0.0008727994],"study_design_scores_gemma":[0.0009892087,0.0009842464,0.00002564701,0.00002922194,0.000002741986,7.591258e-7,0.00006539572,0.01148662,0.9833358,0.0000358641,0.002931031,0.0001134595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742469,0.0002107086,0.02413875,0.0002343937,0.00006226677,0.0006155697,0.0000738362,0.0003649952,0.00005253814],"genre_scores_gemma":[0.9966757,0.000007519427,0.002041154,0.0001270958,0.00007797177,0.0009777962,0.00004475205,0.00003952922,0.000008528787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02242872,"threshold_uncertainty_score":0.4182894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345613122108627,"score_gpt":0.2758426307176801,"score_spread":0.2323864994965938,"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."}}