{"id":"W4221014899","doi":"10.1088/1361-6463/ac5f33","title":"Cd-doping effects in Ni–Mn–Sn: experiment and <i>ab-initio</i> study","year":2022,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Isfahan University of Technology; Iran National Science Foundation","keywords":"Magnetic refrigeration; Materials science; Tetragonal crystal system; Antiferromagnetism; Ab initio; Doping; Ferromagnetism; Crystallography; Condensed matter physics; Physics; Chemistry; Magnetic field; Crystal structure; Magnetization","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":[0.0002662237,0.000198863,0.0002718369,0.0002103561,0.0003978242,0.0002656524,0.0005041598,0.0003347863,0.001309905],"category_scores_gemma":[0.0003162149,0.0002086685,0.0001528711,0.0003850833,0.0003349903,0.0002324498,0.0002277825,0.0001911172,0.0001418154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256043,"about_ca_system_score_gemma":0.0001850136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005347901,"about_ca_topic_score_gemma":0.003503282,"domain_scores_codex":[0.9998957,0.00002388832,0.000005203976,0.00002075519,0.00003984371,0.00001456552],"domain_scores_gemma":[0.9998566,0.00005724284,0.0000192732,0.00002170349,0.00003861262,0.000006530704],"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":[0.001855806,0.000260068,0.01120717,0.001029764,0.0001058369,0.000466374,0.0006718982,0.02647537,0.9392954,0.007655768,0.0006798562,0.01029666],"study_design_scores_gemma":[0.0001338263,0.0005101506,0.01314038,0.00004991689,0.00007065674,0.0001198405,0.0002490837,0.1228269,0.8582643,0.0006369959,0.003963297,0.00003456616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977338,0.0002355224,0.0004559203,0.00003259004,0.000005237855,0.000008918156,0.00008327762,0.00002338988,0.001421282],"genre_scores_gemma":[0.9990931,0.0001034935,0.0005130997,0.00000585609,0.000002257155,0.000004844638,0.00004186454,0.000004689055,0.0002308733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005347901,"threshold_uncertainty_score":0.01063359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859740232867327,"score_gpt":0.2612493846820851,"score_spread":0.2426519823534118,"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."}}