{"id":"W2039001468","doi":"10.1016/j.ijrefrig.2006.07.012","title":"Experimental investigation of a three-material layered active magnetic regenerator","year":2006,"lang":"en","type":"article","venue":"International Journal of Refrigeration","topic":"Magnetic and transport properties of perovskites and related materials","field":"Materials Science","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Resources Canada","keywords":"Regenerative heat exchanger; Magnetic refrigeration; Refrigerant; Materials science; Refrigeration; Work (physics); Magnetic field; Nuclear engineering; Mechanical engineering; Thermodynamics; Heat exchanger; Engineering; Physics; Magnetization","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489855,0.0002533589,0.0004515305,0.0001678522,0.000553334,0.0003442658,0.0008156566,0.0004966462,0.001841528],"category_scores_gemma":[0.0004779336,0.0001845754,0.0001770672,0.0001466498,0.000397009,0.0006201093,0.0003282214,0.0004563942,0.0004762182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602939,"about_ca_system_score_gemma":0.0002332174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000470769,"about_ca_topic_score_gemma":0.0005149404,"domain_scores_codex":[0.9997842,0.00002483983,0.00001125939,0.00005634242,0.00008421731,0.00003915696],"domain_scores_gemma":[0.9996992,0.0000874623,0.00003963791,0.00006513484,0.00007347204,0.00003502767],"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":[0.0003631322,0.0000814873,0.000339845,0.0001186075,0.000008373467,0.00008494771,0.0001177439,0.0002329238,0.9957695,0.0002358246,0.0001061143,0.002541407],"study_design_scores_gemma":[0.00002908608,0.0004980294,0.001087035,0.00000333392,0.00001354906,0.0001166845,0.00004564612,0.002011452,0.9948168,0.00002548187,0.001346264,0.000006713459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950478,0.0001529417,0.003005979,0.00004689249,0.00001584724,0.00005540989,0.0001802715,0.0001646625,0.001330198],"genre_scores_gemma":[0.9950348,0.00006498383,0.00369553,0.00001611632,0.000006860162,0.00003049288,0.0000914725,0.00002485915,0.00103492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841528,"threshold_uncertainty_score":0.006160498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009934034982653371,"score_gpt":0.2221144844017554,"score_spread":0.212180449419102,"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."}}