{"id":"W4200267533","doi":"10.1007/978-3-030-89332-3_3","title":"Raman Scattering in URu2Si2","year":2021,"lang":"en","type":"book-chapter","venue":"Springer theses","topic":"Rare-earth and actinide compounds","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Raman scattering; Raman spectroscopy; Geology; Materials science; Physics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009548215,0.0003005374,0.0003950012,0.0001213409,0.00005831477,0.0001321703,0.0002243185,0.00008782758,0.004988743],"category_scores_gemma":[0.000005128564,0.0003071575,0.0002076187,0.00002785283,0.00004667868,0.0000884939,0.0001734171,0.000425839,0.0003108463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002688841,"about_ca_system_score_gemma":0.00007387694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087882,"about_ca_topic_score_gemma":0.00001810166,"domain_scores_codex":[0.9988459,0.00001227848,0.0002648493,0.0003767992,0.0001557096,0.0003444898],"domain_scores_gemma":[0.9992561,0.00007305982,0.0001153385,0.0004324602,0.00003113838,0.00009186409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000576806,0.000209424,0.08483633,0.0002811198,0.0007395209,0.000352037,0.0007333919,0.0001175275,0.001940584,0.6215959,0.002727016,0.2864095],"study_design_scores_gemma":[0.0003850184,0.0000258041,0.003879168,0.001060423,0.0000462196,0.000003890015,0.0001249269,0.00001888804,0.001885029,0.03391296,0.957769,0.000888686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01488903,0.000521907,0.0000372975,0.000134905,0.0003413435,0.0001169101,0.00001885234,0.00003804199,0.9839017],"genre_scores_gemma":[0.6650411,0.00002064722,0.0001205383,0.00005310878,0.0008214068,0.00001017742,0.00003647753,0.00006204322,0.3338344],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9550419,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124637332935877,"score_gpt":0.2347226433061353,"score_spread":0.2134762699767765,"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."}}