{"id":"W20364539","doi":"","title":"A study of magnetic ordering in the rare-earth borocarbides using Representational Analysis: the interplay between Fermi surface nesting, magnetostriction and CEF Effects","year":2003,"lang":"en","type":"article","venue":"","topic":"Rare-earth and actinide compounds","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetostriction; Nesting (process); Fermi surface; Condensed matter physics; Rare earth; Surface (topology); Materials science; Physics; Magnetic field; Mathematics; Metallurgy; Geometry; Quantum mechanics; Superconductivity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342384,0.0001296488,0.0002130391,0.00009387845,0.0001468903,0.0001026454,0.0001269684,0.00001809498,0.00006341648],"category_scores_gemma":[0.00003387828,0.00008133984,0.00005930033,0.00077347,0.00003542308,0.0001266971,0.00003788642,0.0001503358,8.577209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004296795,"about_ca_system_score_gemma":0.00002703715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952286,"about_ca_topic_score_gemma":0.0001382084,"domain_scores_codex":[0.9987996,0.0003457999,0.0002771123,0.0002167448,0.0001914598,0.0001693148],"domain_scores_gemma":[0.9989635,0.0006188247,0.0001143049,0.0002341188,0.00003868105,0.00003053341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006358664,0.00008893742,0.9927782,0.000006294982,0.0001084984,0.000001911069,0.001213196,0.003722209,0.0002164891,0.0002316294,0.000006475432,0.001619767],"study_design_scores_gemma":[0.0007558753,0.0002118521,0.9823918,0.00001669273,0.0003953787,0.000002988853,0.01111767,0.003878846,0.0007227878,0.0003278549,0.00005106454,0.0001272264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953012,0.000134837,0.0009758345,0.00002471462,0.00003355167,0.0003810459,0.000002307238,0.000008741144,0.003137711],"genre_scores_gemma":[0.9995179,0.000001245696,0.0003192527,0.00001372307,0.00004525891,0.000009761996,0.000006369373,0.00000686765,0.00007964116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038647,"threshold_uncertainty_score":0.3316942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848323020756507,"score_gpt":0.2977508628793595,"score_spread":0.2792676326717944,"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."}}