{"id":"W2050746412","doi":"10.1063/1.1643200","title":"Magnetic refrigeration: Single and multimaterial active magnetic regenerator experiments","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Magnetic and transport properties of perovskites and related materials","field":"Materials Science","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Université du Québec à Trois-Rivières","funders":"Natural Resources Canada","keywords":"Magnetic refrigeration; Gadolinium; Reciprocating motion; Regenerative heat exchanger; Materials science; Refrigeration; Magnet; Cooling capacity; Magnetic field; Nuclear engineering; Nuclear magnetic resonance; Composite material; Heat exchanger; Thermodynamics; Magnetization; Metallurgy; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313984,0.0001902822,0.0003271438,0.00003316908,0.0001338668,0.0001431272,0.000146953,0.0000930673,0.0006384352],"category_scores_gemma":[0.000003652068,0.0001407135,0.00005604482,0.00005983459,0.0001412132,0.0001942669,0.00003440178,0.0001005718,0.0000353207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020875,"about_ca_system_score_gemma":0.0000660537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000127548,"about_ca_topic_score_gemma":7.45261e-7,"domain_scores_codex":[0.9988099,0.00001807391,0.0004857077,0.0001911769,0.0002714386,0.0002237411],"domain_scores_gemma":[0.9993393,0.00001094628,0.0002719534,0.0001423777,0.0001093209,0.0001260368],"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":[0.0004515727,0.0002006298,0.00000159893,0.00003100732,0.00001006978,0.00001520629,0.0008700798,0.001176872,0.9928927,0.001147704,0.0000454761,0.003157053],"study_design_scores_gemma":[0.00207958,0.0008770112,0.00008308997,0.00005100516,0.00006489841,0.00003085824,0.0001536072,0.00001939202,0.9927066,0.002770603,0.000974787,0.0001885896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964384,0.0007326374,0.0003040127,0.00004891695,0.0007414435,0.0001711947,0.00001447442,0.00001793729,0.001530935],"genre_scores_gemma":[0.989382,0.000120828,0.009638862,0.0001020642,0.0006457132,0.000008127334,0.000004595104,0.00002244545,0.0000753179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009334849,"threshold_uncertainty_score":0.6990418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339503989174162,"score_gpt":0.2174369240011127,"score_spread":0.204041884109371,"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."}}