{"id":"W3034968921","doi":"","title":"Active magnetic regenerator performance enhancement using passive magnetic materials.","year":2007,"lang":"en","type":"article","venue":"","topic":"Magnetic and transport properties of perovskites and related materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Magnetic refrigeration; Demagnetizing field; Magnet; Refrigerant; Regenerative heat exchanger; Materials science; Magnetic field; Condensed matter physics; Magnetization; Mechanical engineering; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001631391,0.00026422,0.0002290559,0.00019447,0.0001356385,0.0003071495,0.0003717356,0.0002363385,0.001621684],"category_scores_gemma":[0.0003122099,0.000125294,0.0001511192,0.0001227868,0.0001707303,0.0004522941,0.0001807542,0.0001326933,0.0004316891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717622,"about_ca_system_score_gemma":0.00006931206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844587,"about_ca_topic_score_gemma":0.0002930994,"domain_scores_codex":[0.9999516,0.000006216361,0.000002858079,0.00001101287,0.00001973987,0.000008515172],"domain_scores_gemma":[0.9998695,0.00003907934,0.00003455683,0.00001541373,0.00002939159,0.00001207499],"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":[0.0002339051,0.00004596549,0.0002830735,0.0001894229,0.000009326032,0.00007098489,0.00003365166,0.00240674,0.9850523,0.0006224457,0.0004538791,0.01059833],"study_design_scores_gemma":[0.00003453086,0.0003570771,0.0006835629,0.000006973979,0.00001979957,0.0001644457,0.00001130325,0.02930498,0.9663821,0.0001409516,0.002886802,0.000007539692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763802,0.001229595,0.01500577,0.0001505607,0.00007922379,0.00004219873,0.0001511402,0.0008921904,0.006068937],"genre_scores_gemma":[0.9901153,0.0002278493,0.008005568,0.00001553011,0.00001433493,0.00001224373,0.00008250589,0.00003095474,0.001495766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001621684,"threshold_uncertainty_score":0.005425096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083324658673278,"score_gpt":0.2152441639148039,"score_spread":0.2044109173280711,"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."}}