{"id":"W4389672854","doi":"10.1088/978-0-7503-6039-5ch9","title":"Applications of Mössbauer spectroscopy to physics, chemistry and materials science","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mössbauer spectroscopy; Spectroscopy; Physics; Materials science; Engineering physics; Chemistry; Nanotechnology; Analytical Chemistry (journal); Nuclear physics; Environmental chemistry; Quantum mechanics","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":[0.0002755811,0.001077802,0.0005817824,0.001833609,0.001160452,0.002214505,0.0008464399,0.0007843355,0.03776538],"category_scores_gemma":[0.0003692128,0.0004783976,0.0004046631,0.001650495,0.0009481745,0.002677465,0.001279454,0.002231391,0.01973014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008911203,"about_ca_system_score_gemma":0.0007490027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009644409,"about_ca_topic_score_gemma":0.002346614,"domain_scores_codex":[0.9997644,0.0000240615,0.000007387743,0.00003401714,0.0001496348,0.00002049598],"domain_scores_gemma":[0.999836,0.00007430446,0.000008175341,0.00001387647,0.00005183657,0.00001573644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004537351,0.00007077775,0.0001274421,0.001944053,0.00002302099,0.0005361636,0.001117356,0.001162159,0.03909286,0.2054252,0.1957446,0.5547109],"study_design_scores_gemma":[0.000001632165,0.00001429681,0.00008421763,0.0002071332,0.000003477237,0.0005145341,0.00008591603,0.0002664172,0.003535399,0.02617887,0.9690989,0.000009152845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003217124,0.2333546,0.0290663,0.003933292,0.004952134,0.00009733078,0.0002626386,0.0009111839,0.7242053],"genre_scores_gemma":[0.01341321,0.1854172,0.02829759,0.001998129,0.001760857,0.00006394785,0.0003586418,0.0003552945,0.7683352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03776538,"threshold_uncertainty_score":0.1263378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007469657638869721,"score_gpt":0.2358602157469408,"score_spread":0.228390558108071,"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."}}