{"id":"W3204603846","doi":"10.1007/978-3-030-73889-1_4","title":"Resonance Ionization Spectroscopy for Nuclear Physics","year":2021,"lang":"en","type":"book-chapter","venue":"Springer theses","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"","keywords":"Spectroscopy; Ionization; Physics; Atomic physics; Nuclear physics; Ion; Resonance (particle physics); Materials science; Astronomy","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":[0.0003796273,0.001649638,0.0009472579,0.002341785,0.0008668891,0.003082358,0.001291577,0.001602844,0.1570893],"category_scores_gemma":[0.0005496651,0.0006673425,0.0004465901,0.002244525,0.0008225744,0.00415406,0.001742803,0.003004383,0.08823372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191527,"about_ca_system_score_gemma":0.0007220043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697425,"about_ca_topic_score_gemma":0.002168617,"domain_scores_codex":[0.9997134,0.0000312965,0.000006812775,0.00004311037,0.000185812,0.00001961143],"domain_scores_gemma":[0.9997725,0.00009379916,0.00001272217,0.00003256989,0.00005521309,0.00003326099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003001551,0.00009146766,0.00004781412,0.0005653474,0.00001105822,0.00007472766,0.0001156683,0.0005232353,0.004524925,0.08600704,0.5153764,0.3926324],"study_design_scores_gemma":[0.000002877382,0.00001175261,0.00009897975,0.000118733,0.000002649452,0.0001091837,0.00003141212,0.0002785837,0.0006660146,0.01930576,0.9793667,0.000007255397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0006084939,0.1003102,0.01043603,0.00293083,0.008189751,0.00003719434,0.0002733977,0.0007691101,0.8764449],"genre_scores_gemma":[0.002099857,0.0284243,0.002594778,0.0006334011,0.001733669,0.00002580677,0.0001664991,0.0002316594,0.96409],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1570893,"threshold_uncertainty_score":0.5255161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994315008289871,"score_gpt":0.2760544289957232,"score_spread":0.2461112789128245,"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."}}